diff --git a/aa.json b/aa.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4708602081b3d483e3d5a8ffd9a47622b3f7b1b
--- /dev/null
+++ b/aa.json
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+ "alternatives": [
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+ "word": "na"
+ },
+ {
+ "startTime": "1242.100s",
+ "endTime": "1242.700s",
+ "word": "informacj\u0119"
+ },
+ {
+ "startTime": "1242.700s",
+ "endTime": "1242.800s",
+ "word": "w"
+ },
+ {
+ "startTime": "1242.800s",
+ "endTime": "1242.900s",
+ "word": "sprawie"
+ },
+ {
+ "startTime": "1242.900s",
+ "endTime": "1243.500s",
+ "word": "zwrotu"
+ },
+ {
+ "startTime": "1243.500s",
+ "endTime": "1243.700s",
+ "word": "moich"
+ },
+ {
+ "startTime": "1243.700s",
+ "endTime": "1244s",
+ "word": "sn\u00f3w"
+ }
+ ]
+ }
+ ],
+ "resultEndTime": "1269.050s",
+ "languageCode": "pl-pl"
+ },
+ {
+ "alternatives": [
+ {
+ "transcript": " kiedy wszystko zapisa\u0142em Bardzo dzi\u0119kuj\u0119 za pomoc Bardzo dzi\u0119kuj\u0119 do widzenia",
+ "confidence": 0.9161494,
+ "words": [
+ {
+ "startTime": "1277.300s",
+ "endTime": "1278.200s",
+ "word": "kiedy"
+ },
+ {
+ "startTime": "1278.200s",
+ "endTime": "1284.300s",
+ "word": "wszystko"
+ },
+ {
+ "startTime": "1284.300s",
+ "endTime": "1284.800s",
+ "word": "zapisa\u0142em"
+ },
+ {
+ "startTime": "1284.800s",
+ "endTime": "1285.400s",
+ "word": "Bardzo"
+ },
+ {
+ "startTime": "1285.400s",
+ "endTime": "1285.700s",
+ "word": "dzi\u0119kuj\u0119"
+ },
+ {
+ "startTime": "1285.700s",
+ "endTime": "1285.800s",
+ "word": "za"
+ },
+ {
+ "startTime": "1285.800s",
+ "endTime": "1285.900s",
+ "word": "pomoc"
+ },
+ {
+ "startTime": "1285.900s",
+ "endTime": "1294s",
+ "word": "Bardzo"
+ },
+ {
+ "startTime": "1294s",
+ "endTime": "1294.400s",
+ "word": "dzi\u0119kuj\u0119"
+ },
+ {
+ "startTime": "1294.400s",
+ "endTime": "1294.500s",
+ "word": "do"
+ },
+ {
+ "startTime": "1294.500s",
+ "endTime": "1294.600s",
+ "word": "widzenia"
+ }
+ ]
+ }
+ ],
+ "resultEndTime": "1298.780s",
+ "languageCode": "pl-pl"
+ }
+ ],
+ "totalBilledTime": "1305s"
+}
diff --git a/docker/build-all-dockers.sh b/docker/build-all-dockers.sh
index 5f0afa7d4d31e8ae5c6bb33574f949207a7c8bf6..8ccdd64b1be7fa85e800709bc5c7fb93cb5ffc0b 100755
--- a/docker/build-all-dockers.sh
+++ b/docker/build-all-dockers.sh
@@ -7,3 +7,4 @@ SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" &>/dev/null && pwd)"
"$SCRIPT_DIR"/polish_asr_hf/prepare_docker.sh
"$SCRIPT_DIR"/speechbrain_asr/prepare_docker.sh
"$SCRIPT_DIR"/techmo_asr/prepare_docker.sh
+"$SCRIPT_DIR"/wav2vec2-xls-r-1b-polish/prepare_docker.sh
diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml
index b2fbf23ff98662ccaa5da524f131f7b9ebebd57a..2486d9e37a458f5c491cd902b8366467bb5f206d 100644
--- a/docker/docker-compose.yml
+++ b/docker/docker-compose.yml
@@ -55,6 +55,17 @@ services:
volumes:
- /etc/localtime:/etc/localtime:ro
+ wav2vec2-xls-r-1b-polish:
+ image: gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/wav2vec2-xls-r-1b-polish:1.5
+ container_name: wav2vec2-xls-r-1b-polish
+ restart: always
+ ports:
+ - "5437:5000"
+ environment:
+ - AUTH_TOKEN=__example_token__
+ volumes:
+ - /etc/localtime:/etc/localtime:ro
+
# speechbrain_asr:
# image: gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/speechbrain-asr:1.5
# container_name: speechbrain_asr
@@ -66,3 +77,4 @@ services:
# - ./speechbrain_asr_models:/models
# environment:
# - AUTH_TOKEN=__example_token__
+#
diff --git a/docker/wav2vec2-xls-r-1b-polish/Dockerfile b/docker/wav2vec2-xls-r-1b-polish/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..1f7c1cc8505cb69e1b27199d618039c8d5b8fea5
--- /dev/null
+++ b/docker/wav2vec2-xls-r-1b-polish/Dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.9
+
+WORKDIR /app
+
+RUN apt-get update && apt-get install -y libsndfile1 && apt-get clean
+
+COPY requirements.txt requirements.txt
+RUN pip install -i https://pypi.clarin-pl.eu/simple -r requirements.txt && rm requirements.txt
+
+COPY main.py main.py
+
+CMD ["python3", "-u", "main.py"]
diff --git a/docker/wav2vec2-xls-r-1b-polish/main.py b/docker/wav2vec2-xls-r-1b-polish/main.py
new file mode 100644
index 0000000000000000000000000000000000000000..008305543351ff53793032fb711713cb75f38da8
--- /dev/null
+++ b/docker/wav2vec2-xls-r-1b-polish/main.py
@@ -0,0 +1,22 @@
+from sziszapangma.integration.service_core.asr.asr_base_processor import AsrBaseProcessor
+from sziszapangma.integration.service_core.asr.asr_result import AsrResult, WordTimeAlignment
+from huggingsound import SpeechRecognitionModel
+
+
+class SpeechbrainAsrProcessor(AsrBaseProcessor):
+
+ def process_asr(self, audio_file_path: str) -> AsrResult:
+ asr_result = model.transcribe([audio_file_path])[0]
+ return AsrResult(
+ words=[it for it in asr_result['transcription'].split(' ')],
+ full_text=asr_result['transcription'],
+ words_time_alignment=[
+ WordTimeAlignment(asr_result['start_timestamps'][it], asr_result['end_timestamps'][it])
+ for it in range(len(asr_result['start_timestamps']))
+ ]
+ )
+
+
+if __name__ == '__main__':
+ model = SpeechRecognitionModel("jonatasgrosman/wav2vec2-xls-r-1b-polish")
+ SpeechbrainAsrProcessor().start_processor()
diff --git a/docker/wav2vec2-xls-r-1b-polish/prepare_docker.sh b/docker/wav2vec2-xls-r-1b-polish/prepare_docker.sh
new file mode 100755
index 0000000000000000000000000000000000000000..5e69851f8d1ab77cb1a11853a66e8b31dc72a6ef
--- /dev/null
+++ b/docker/wav2vec2-xls-r-1b-polish/prepare_docker.sh
@@ -0,0 +1,7 @@
+#!/bin/bash
+
+SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" &>/dev/null && pwd)"
+
+docker build -t wav2vec2-xls-r-1b-polish "$SCRIPT_DIR"
+docker tag wav2vec2-xls-r-1b-polish gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/wav2vec2-xls-r-1b-polish:1.5
+docker push gitlab.clarin-pl.eu:5050/clarin-dialog/clarin-dialog/wav2vec2-xls-r-1b-polish:1.5
diff --git a/docker/wav2vec2-xls-r-1b-polish/requirements.txt b/docker/wav2vec2-xls-r-1b-polish/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d429330fe1fe4c079a0a74e7da502d4dfc8ce495
--- /dev/null
+++ b/docker/wav2vec2-xls-r-1b-polish/requirements.txt
@@ -0,0 +1,2 @@
+huggingsound==0.1.4
+asr-benchmarks==0.0.1-alpha.48
diff --git a/dvc.lock b/dvc.lock
index a53ecf0dc8b5874388e39fa35f3c40384bee8341..d8d1766cf56a9b1ab26d5735931bcce84217d209 100644
--- a/dvc.lock
+++ b/dvc.lock
@@ -558,3 +558,360 @@ stages:
md5: 5079efe14a12c0d406c56c6423476f7e.dir
size: 2554174
nfiles: 800
+ luna_wav2vec2_processing:
+ cmd: "PYTHONPATH=. python experiment/luna/pipeline/luna_wav2vec2_asr_processing.py\n"
+ deps:
+ - path: experiment/luna/pipeline/luna_wav2vec2_asr_processing.py
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+ size: 3874
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+ size: 6706925
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+ md5: 24a399475b752737db0f2a8671507014.dir
+ size: 6785648
+ nfiles: 500
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+ nfiles: 476
+ common_voice_gold_transcript_processing:
+ cmd: "PYTHONPATH=. python -u experiment/common_voice/pipeline/common_voice_gold_transcript.py\n"
+ deps:
+ - path: experiment/common_voice/pipeline/common_voice_gold_transcript.py
+ md5: 8bb88130aa769dc21b77c753f95cdc1f
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+ md5: e5a4b007ef80cd253223884b1c1d8f2c.dir
+ size: 6457976
+ nfiles: 8155
+ common_voice_google_processing:
+ cmd: "PYTHONPATH=. python -u experiment/common_voice/pipeline/common_voice_google.py\n"
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+ md5: 45b499a1897efaf2d7ee2ffec58984e1
+ size: 4983
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+ nfiles: 758
+ google_fleurs_google_processing:
+ cmd: "PYTHONPATH=. python -u experiment/google_fleurs/pipeline/google_fleurs_google.py\n"
+ deps:
+ - path: experiment/google_fleurs/pipeline/google_fleurs_google.py
+ md5: 433c7eb5b98e35cdd22dfca8a0d50f5e
+ size: 4673
+ - path: experiment_data/cached_asr/google_fleurs_google
+ md5: c740521abae49feebfaf20c2384c8de5.dir
+ size: 350126
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/gold_transcript
+ md5: 291a1976499bd24a878636e4c76fc57a.dir
+ size: 975209
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/gold_transcript_spacy
+ md5: 76b462a21926ab83f4e63e3046b92d08.dir
+ size: 1196907
+ nfiles: 758
+ outs:
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/google_polish_asr
+ md5: d6cc3d584bac32b78328f18f5f9172cf.dir
+ size: 1377134
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/google_spacy
+ md5: 28d584893d4f2d6afe8c1226bb813a1e.dir
+ size: 1183960
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/ner_spacy_google_alignment_wer_embeddings
+ md5: 560b3f62ad19f41037f29609477262aa.dir
+ size: 3638477
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/ner_spacy_google_metrics_wer_embeddings
+ md5: f0755063eeeb38680dcf1b59e1b61632.dir
+ size: 21386
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/pos_google_alignment_wer
+ md5: 6881fdb748c383e8f121beeb3f996c15.dir
+ size: 3712618
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/pos_google_metrics_wer
+ md5: a93545ba089d087be33c0cd41ab88497.dir
+ size: 22099
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/tag_spacy_google_alignment_wer_embeddings
+ md5: 3af296e52f5e74e5e7db843bd8b7f41b.dir
+ size: 3844097
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/tag_spacy_google_metrics_wer_embeddings
+ md5: 47f14edff7589a680a130e55055852bd.dir
+ size: 23377
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/word_google_alignment_wer
+ md5: 34600cd8f1d8bf718f60472afb77bc73.dir
+ size: 3818553
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/word_google_alignment_wer_embeddings
+ md5: 288fb014884ce9f11caf5f8cd1098cfa.dir
+ size: 7984964
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/word_google_metrics_wer
+ md5: 984770b57ca48fd793099c9ed67791d0.dir
+ size: 23344
+ nfiles: 758
+ - path: experiment_data/pipeline/asr_benchmark_google_fleurs/word_google_metrics_wer_embeddings
+ md5: b2626f92231431e163813ef7112c119d.dir
+ size: 53916
+ nfiles: 758
diff --git a/dvc.yaml b/dvc.yaml
index 67628849ad0839b140d4faa60bfcc21738faa99b..43a7c7ae8da0414bb6c83c7242c8ab816bb484ed 100644
--- a/dvc.yaml
+++ b/dvc.yaml
@@ -101,7 +101,24 @@ stages:
- experiment_data/pipeline/asr_benchmark_luna/techmo_duckling
- experiment_data/pipeline/asr_benchmark_luna/ajn_duckling
-
+ luna_wav2vec2_processing:
+ cmd: |
+ PYTHONPATH=. python experiment/luna/pipeline/luna_wav2vec2_asr_processing.py
+ deps:
+ - experiment/luna/pipeline/luna_wav2vec2_asr_processing.py
+ - experiment_data/dataset/LUNA.PL
+ - experiment_data/cached_asr/luna_wav2vec2_polish_asr
+ - experiment_data/pipeline/asr_benchmark_luna/gold_transcript
+ - experiment_data/pipeline/asr_benchmark_luna/gold_transcript_spacy
+ outs:
+ - experiment_data/pipeline/asr_benchmark_luna/wav2vec2_polish_asr
+ - experiment_data/pipeline/asr_benchmark_luna/word_wav2vec2_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_luna/word_wav2vec2_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_luna/wav2vec2_spacy
+ - experiment_data/pipeline/asr_benchmark_luna/pos_wav2vec2_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_luna/pos_wav2vec2_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_luna/word_wav2vec2_metrics_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_luna/word_wav2vec2_alignment_wer_embeddings
voicelab_import_to_common_format:
cmd: PYTHONPATH=. python -u experiment/voicelab/import_data.py
@@ -190,18 +207,6 @@ stages:
- experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/ner_spacy_ajn_metrics_wer_embeddings
- experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/ner_spacy_ajn_alignment_wer_embeddings
- # earnings21_processing:
- # cmd: |
- # PYTHONPATH=. python -u experiment/earnings/import_data.py
- # PYTHONPATH=. python -u experiment/earnings/pipeline.py
- # deps:
- # - experiment/earnings/import_data.py
- # - experiment/earnings/pipeline.py
- # - experiment_data/dataset/earnings21
- # outs:
- # - experiment_data/dataset_relation_manager_data/earnings21
- # - experiment_data/pipeline/asr_benchmark_earnings21
-
voicelab_duckling_processing:
cmd: |
PYTHONPATH=. python -u experiment/voicelab/duckling_processing.py
@@ -216,4 +221,153 @@ stages:
- experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/techmo_duckling
- experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/ajn_duckling
-# concurrent features, multiprocessing
+ voicelab_google_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/voicelab/voicelab_google.py
+ deps:
+ - experiment/voicelab/pipeline/voicelab_google.py
+ - experiment_data/cached_asr/voicelab_google
+ - experiment_data/dataset/voicelab_cbiz_testset_20220322
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/gold_transcript
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/gold_transcript_spacy
+ outs:
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/google_polish_asr
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/word_google_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/word_google_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/google_spacy
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/pos_google_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/pos_google_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/word_google_metrics_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/word_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/ner_spacy_google_metrics_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/ner_spacy_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/tag_spacy_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_voicelab_cbiz_testset_20220322/tag_spacy_google_metrics_wer_embeddings
+
+ common_voice_import_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/common_voice/import_dataset.py
+ deps:
+ - experiment/common_voice/import_dataset.py
+ outs:
+ - experiment_data/dataset_relation_manager_data/common_voice
+
+ common_voice_gold_transcript_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/common_voice/pipeline/common_voice_gold_transcript.py
+ deps:
+ - experiment/common_voice/pipeline/common_voice_gold_transcript.py
+ - experiment_data/dataset_relation_manager_data/common_voice
+ outs:
+ - experiment_data/pipeline/asr_benchmark_common_voice/gold_transcript
+ - experiment_data/pipeline/asr_benchmark_common_voice/gold_transcript_spacy
+
+ common_voice_google_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/common_voice/pipeline/common_voice_google.py
+ deps:
+ - experiment/common_voice/pipeline/common_voice_google.py
+ - experiment_data/cached_asr/common_voice_google
+ - experiment_data/pipeline/asr_benchmark_common_voice/gold_transcript
+ - experiment_data/pipeline/asr_benchmark_common_voice/gold_transcript_spacy
+ outs:
+ - experiment_data/pipeline/asr_benchmark_common_voice/google_polish_asr
+ - experiment_data/pipeline/asr_benchmark_common_voice/word_google_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_common_voice/word_google_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_common_voice/google_spacy
+ - experiment_data/pipeline/asr_benchmark_common_voice/pos_google_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_common_voice/pos_google_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_common_voice/word_google_metrics_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_common_voice/word_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_common_voice/ner_spacy_google_metrics_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_common_voice/ner_spacy_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_common_voice/tag_spacy_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_common_voice/tag_spacy_google_metrics_wer_embeddings
+
+ minds14_import_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/minds14/import_dataset.py
+ deps:
+ - experiment/minds14/import_dataset.py
+ outs:
+ - experiment_data/dataset_relation_manager_data/minds14
+
+ minds14_gold_transcript_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/minds14/pipeline/minds14_gold_transcript.py
+ deps:
+ - experiment/minds14/pipeline/minds14_gold_transcript.py
+ - experiment_data/dataset_relation_manager_data/minds14
+ outs:
+ - experiment_data/pipeline/asr_benchmark_minds14/gold_transcript
+ - experiment_data/pipeline/asr_benchmark_minds14/gold_transcript_spacy
+
+ minds14_google_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/minds14/pipeline/minds14_google.py
+ deps:
+ - experiment/minds14/pipeline/minds14_google.py
+ - experiment_data/cached_asr/minds14_google
+ - experiment_data/pipeline/asr_benchmark_minds14/gold_transcript
+ - experiment_data/pipeline/asr_benchmark_minds14/gold_transcript_spacy
+ outs:
+ - experiment_data/pipeline/asr_benchmark_minds14/google_polish_asr
+ - experiment_data/pipeline/asr_benchmark_minds14/word_google_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_minds14/word_google_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_minds14/google_spacy
+ - experiment_data/pipeline/asr_benchmark_minds14/pos_google_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_minds14/pos_google_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_minds14/word_google_metrics_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_minds14/word_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_minds14/ner_spacy_google_metrics_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_minds14/ner_spacy_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_minds14/tag_spacy_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_minds14/tag_spacy_google_metrics_wer_embeddings
+
+ google_fleurs_save_audio_files:
+ cmd: |
+ PYTHONPATH=. python -u experiment/google_fleurs/save_wav_files.py
+ deps:
+ - experiment/google_fleurs/save_wav_files.py
+ outs:
+ - experiment_data/audio/fleurs_audio
+
+ google_fleurs_import_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/google_fleurs/import_dataset.py
+ deps:
+ - experiment/google_fleurs/import_dataset.py
+ outs:
+ - experiment_data/dataset_relation_manager_data/google_fleurs
+
+ google_fleurs_gold_transcript_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/google_fleurs/pipeline/google_fleurs_gold_transcript.py
+ deps:
+ - experiment/google_fleurs/pipeline/google_fleurs_gold_transcript.py
+ - experiment_data/dataset_relation_manager_data/google_fleurs
+ outs:
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/gold_transcript
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/gold_transcript_spacy
+
+ google_fleurs_google_processing:
+ cmd: |
+ PYTHONPATH=. python -u experiment/google_fleurs/pipeline/google_fleurs_google.py
+ deps:
+ - experiment/google_fleurs/pipeline/google_fleurs_google.py
+ - experiment_data/cached_asr/google_fleurs_google
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/gold_transcript
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/gold_transcript_spacy
+ outs:
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/google_polish_asr
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/word_google_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/word_google_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/google_spacy
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/pos_google_alignment_wer
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/pos_google_metrics_wer
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/word_google_metrics_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/word_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/ner_spacy_google_metrics_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/ner_spacy_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/tag_spacy_google_alignment_wer_embeddings
+ - experiment_data/pipeline/asr_benchmark_google_fleurs/tag_spacy_google_metrics_wer_embeddings
diff --git a/experiment/earnings/__init__.py b/experiment/common_voice/__init__.py
similarity index 100%
rename from experiment/earnings/__init__.py
rename to experiment/common_voice/__init__.py
diff --git a/experiment/common_voice/dependency_helper.py b/experiment/common_voice/dependency_helper.py
new file mode 100644
index 0000000000000000000000000000000000000000..710902f32955191d667b44fe7fafb0c64460855c
--- /dev/null
+++ b/experiment/common_voice/dependency_helper.py
@@ -0,0 +1,34 @@
+from datasets import load_dataset
+
+from experiment.hf_dataset_helper.hf_record_provider import HfRecordProvider
+from sziszapangma.integration.repository.multi_files_experiment_repository import MultiFilesExperimentRepository
+
+ACCESS_TOKEN = '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'
+
+PIPELINE_DATA_DIRECTORY = 'experiment_data/pipeline'
+EXPERIMENT_NAME = 'asr_benchmark_common_voice'
+
+GOLD_TRANSCRIPT = 'gold_transcript'
+GOLD_TRANSCRIPT_SPACY = 'gold_transcript_spacy'
+
+GOOGLE_POLISH_ASR = 'google_polish_asr'
+WORD_GOOGLE_METRICS_WER = 'WORD_GOOGLE_METRICS_WER'.lower()
+WORD_GOOGLE_ALIGNMENT_WER = 'WORD_GOOGLE_ALIGNMENT_WER'.lower()
+GOOGLE_SPACY = 'GOOGLE_SPACY'.lower()
+POS_GOOGLE_ALIGNMENT_WER = 'POS_GOOGLE_ALIGNMENT_WER'.lower()
+POS_GOOGLE_METRICS_WER = 'POS_GOOGLE_METRICS_WER'.lower()
+WORD_GOOGLE_METRICS_WER_EMBEDDINGS = 'WORD_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS = 'NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS = 'TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+
+
+def get_repository() -> MultiFilesExperimentRepository:
+ return MultiFilesExperimentRepository(PIPELINE_DATA_DIRECTORY, EXPERIMENT_NAME)
+
+
+def get_record_provider() -> HfRecordProvider:
+ dataset = load_dataset("mozilla-foundation/common_voice_9_0", "pl", use_auth_token=ACCESS_TOKEN)['test']
+ return HfRecordProvider(dataset, 'experiment_data/dataset_relation_manager_data/common_voice')
diff --git a/experiment/common_voice/import_dataset.py b/experiment/common_voice/import_dataset.py
new file mode 100644
index 0000000000000000000000000000000000000000..b5b1b9553c5dcf15e7f8141e8838fd9f5d5115b5
--- /dev/null
+++ b/experiment/common_voice/import_dataset.py
@@ -0,0 +1,9 @@
+from experiment.common_voice.dependency_helper import get_record_provider
+from experiment.hf_dataset_helper.hf_import_data_adapter import HfImportDataAdapter
+
+if __name__ == '__main__':
+ record_provider = get_record_provider()
+ dataset = record_provider.get_dataset()
+ import_data_adapter = HfImportDataAdapter(record_provider, dataset, 'sentence')
+ for record in dataset:
+ import_data_adapter.import_record(record)
diff --git a/experiment/common_voice/pipeline/__init__.py b/experiment/common_voice/pipeline/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/experiment/common_voice/pipeline/common_voice_gold_transcript.py b/experiment/common_voice/pipeline/common_voice_gold_transcript.py
new file mode 100644
index 0000000000000000000000000000000000000000..be16ae262862d911386de8e800555d4ac3e49679
--- /dev/null
+++ b/experiment/common_voice/pipeline/common_voice_gold_transcript.py
@@ -0,0 +1,39 @@
+from experiment.common_voice.dependency_helper import get_record_provider, GOLD_TRANSCRIPT, GOLD_TRANSCRIPT_SPACY, \
+ get_repository
+from experiment.hf_dataset_helper.hf_gold_transcript_processor import HfGoldTranscriptProcessor
+from experiment.pos_processing.gold_transcript_spacy_token_pos_processing_task import \
+ GoldTranscriptSpacyTokenPosProcessingTask
+from sziszapangma.integration.experiment_manager import ExperimentManager
+from sziszapangma.integration.task.gold_transcript_task import GoldTranscriptTask
+
+
+def run_voicelab_experiment():
+ record_provider = get_record_provider()
+ experiment_processor = ExperimentManager(
+ record_id_iterator=record_provider,
+ processing_tasks=[
+ GoldTranscriptTask(
+ task_name='gold_transcript_task',
+ gold_transcript_processor=HfGoldTranscriptProcessor(record_provider),
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ require_update=False
+ ),
+ GoldTranscriptSpacyTokenPosProcessingTask(
+ task_name='gold_transcript_spacy_task',
+ input_property_name=GOLD_TRANSCRIPT,
+ spacy_property_name=GOLD_TRANSCRIPT_SPACY,
+ require_update=True
+ )
+ ],
+ experiment_repository=get_repository(),
+ relation_manager_provider=record_provider
+ )
+ experiment_processor.process()
+
+
+def example_run():
+ run_voicelab_experiment()
+
+
+if __name__ == '__main__':
+ example_run()
diff --git a/experiment/earnings/pipeline.py b/experiment/common_voice/pipeline/common_voice_google.py
similarity index 51%
rename from experiment/earnings/pipeline.py
rename to experiment/common_voice/pipeline/common_voice_google.py
index fc630870593f178bde1a848f6eaa3d2e1ddd9d07..535726aad1c001c3d6d1358c0faff7b64b4e2e06 100644
--- a/experiment/earnings/pipeline.py
+++ b/experiment/common_voice/pipeline/common_voice_google.py
@@ -1,10 +1,10 @@
-from experiment.earnings.dependency_provider import get_record_provider, GOLD_TRANSCRIPT, GOLD_TRANSCRIPT_SPACY, \
- get_multiple_files_repository, DATASET_DIRECTORY, GOOGLE_ENGLISH_ASR, WORD_GOOGLE_METRICS_WER, \
- WORD_GOOGLE_ALIGNMENT_WER, GOOGLE_ASR_SPACY, POS_GOOGLE_ALIGNMENT_WER, POS_GOOGLE_METRICS_WER, \
- WORD_GOOGLE_METRICS_WER_EMBEDDINGS, WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, TAG_SPACY_GOOGLE_ALIGNMENT_WER, \
- TAG_SPACY_GOOGLE_METRICS_WER, NER_SPACY_GOOGLE_ALIGNMENT_WER, NER_SPACY_GOOGLE_METRICS_WER
-from experiment.earnings.earnings_file_asr_processor import EarningsFileAsrProcessor
-from experiment.earnings.earnings_gold_transcript_processor import EarningsGoldTranscriptProcessor
+from experiment.common_voice.dependency_helper import get_record_provider, GOLD_TRANSCRIPT, GOLD_TRANSCRIPT_SPACY, \
+ get_repository, GOOGLE_POLISH_ASR, WORD_GOOGLE_METRICS_WER, WORD_GOOGLE_ALIGNMENT_WER, GOOGLE_SPACY, \
+ POS_GOOGLE_ALIGNMENT_WER, POS_GOOGLE_METRICS_WER, WORD_GOOGLE_METRICS_WER_EMBEDDINGS, \
+ WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS, \
+ NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, \
+ TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+from experiment.hf_dataset_helper.hf_gold_transcript_processor import HfGoldTranscriptProcessor
from experiment.pos_processing.asr_spacy_token_pos_processing_task import AsrSpacyTokenPosProcessingTask
from experiment.pos_processing.gold_transcript_spacy_token_pos_processing_task import \
GoldTranscriptSpacyTokenPosProcessingTask
@@ -12,6 +12,7 @@ from experiment.pos_processing.ner_spacy_wer_processing_task import NerSpacyWerP
from experiment.pos_processing.spacy_pos_wer_processing_task import SpacyPosWerProcessingTask
from experiment.pos_processing.tag_spacy_wer_processing_task import TagSpacyWerProcessingTask
from sziszapangma.core.transformer.web_embedding_transformer import WebEmbeddingTransformer
+from sziszapangma.integration.asr_processor import AsrPathCacheClient
from sziszapangma.integration.experiment_manager import ExperimentManager
from sziszapangma.integration.task.asr_task import AsrTask
from sziszapangma.integration.task.classic_wer_metric_task import ClassicWerMetricTask
@@ -19,83 +20,79 @@ from sziszapangma.integration.task.embedding_wer_metrics_task import EmbeddingWe
from sziszapangma.integration.task.gold_transcript_task import GoldTranscriptTask
-def run_luna_experiment():
+def run_voicelab_experiment():
record_provider = get_record_provider()
- ExperimentManager(
+ experiment_processor = ExperimentManager(
record_id_iterator=record_provider,
processing_tasks=[
- GoldTranscriptTask(
- task_name='gold_transcript_task',
- gold_transcript_processor=EarningsGoldTranscriptProcessor(record_provider),
- gold_transcript_property_name=GOLD_TRANSCRIPT,
- require_update=False
- ),
- GoldTranscriptSpacyTokenPosProcessingTask(
- task_name='gold_transcript_spacy_task',
- input_property_name=GOLD_TRANSCRIPT,
- spacy_property_name=GOLD_TRANSCRIPT_SPACY,
- require_update=True,
- model_name="en_core_web_lg"
- ),
AsrTask(
- task_name='google_polish_task',
- asr_processor=EarningsFileAsrProcessor(record_provider, DATASET_DIRECTORY, 'google'),
- asr_property_name=GOOGLE_ENGLISH_ASR,
+ task_name='ajn_polish_asr_task',
+ asr_processor=AsrPathCacheClient(
+ 'experiment_data/cached_asr/common_voice_google',
+ record_provider,
+ record_provider
+ ),
+ asr_property_name=GOOGLE_POLISH_ASR,
require_update=False,
record_path_provider=record_provider
),
ClassicWerMetricTask(
- task_name='google_word_wer_processing',
- asr_property_name=GOOGLE_ENGLISH_ASR,
+ task_name='techmo_word_wer_processing',
+ asr_property_name=GOOGLE_POLISH_ASR,
gold_transcript_property_name=GOLD_TRANSCRIPT,
metrics_property_name=WORD_GOOGLE_METRICS_WER,
require_update=False,
alignment_property_name=WORD_GOOGLE_ALIGNMENT_WER
),
AsrSpacyTokenPosProcessingTask(
- task_name='google_spacy_task',
- input_property_name=GOOGLE_ENGLISH_ASR,
- spacy_property_name=GOOGLE_ASR_SPACY,
+ task_name='techmo_spacy_task',
+ input_property_name=GOOGLE_POLISH_ASR,
+ spacy_property_name=GOOGLE_SPACY,
require_update=True
),
SpacyPosWerProcessingTask(
- task_name='google_pos_wer_processing',
+ task_name='techmo_pos_wer_processing',
require_update=False,
gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
- asr_pos_property_name=GOOGLE_ASR_SPACY,
+ asr_pos_property_name=GOOGLE_SPACY,
pos_alignment_wer=POS_GOOGLE_ALIGNMENT_WER,
pos_metrics_wer=POS_GOOGLE_METRICS_WER
),
EmbeddingWerMetricsTask(
- task_name='google EmbeddingWerMetricsTask',
- asr_property_name=GOOGLE_ENGLISH_ASR,
+ task_name='EmbeddingWerMetricsTask',
+ asr_property_name=GOOGLE_POLISH_ASR,
gold_transcript_property_name=GOLD_TRANSCRIPT,
metrics_property_name=WORD_GOOGLE_METRICS_WER_EMBEDDINGS,
require_update=False,
embedding_transformer=WebEmbeddingTransformer('pl', 'http://localhost:5003', 'fjsd-mkwe-oius-m9h2'),
alignment_property_name=WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS
),
- TagSpacyWerProcessingTask(
- task_name='google_pos_wer_processing',
- require_update=False,
- gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
- asr_pos_property_name=GOOGLE_ASR_SPACY,
- pos_alignment_wer=TAG_SPACY_GOOGLE_ALIGNMENT_WER,
- pos_metrics_wer=TAG_SPACY_GOOGLE_METRICS_WER
- ),
NerSpacyWerProcessingTask(
- task_name='google_ner_wer_processing',
+ task_name='techmo_ner_wer_processing',
require_update=False,
gold_transcript_property_name=GOLD_TRANSCRIPT,
- asr_transcript_property_name=GOOGLE_ENGLISH_ASR,
- ner_alignment_wer=NER_SPACY_GOOGLE_METRICS_WER,
- ner_metrics_wer=NER_SPACY_GOOGLE_ALIGNMENT_WER
+ asr_transcript_property_name=GOOGLE_POLISH_ASR,
+ ner_alignment_wer=NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS,
+ ner_metrics_wer=NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+ ),
+ TagSpacyWerProcessingTask(
+ task_name='ajn_pos_wer_processing',
+ require_update=False,
+ gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
+ asr_pos_property_name=GOOGLE_SPACY,
+ pos_alignment_wer=TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS,
+ pos_metrics_wer=TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
)
],
- experiment_repository=get_multiple_files_repository(),
+ experiment_repository=get_repository(),
relation_manager_provider=record_provider
- ).process()
+ )
+ experiment_processor.process()
+
+
+def example_run():
+ run_voicelab_experiment()
if __name__ == '__main__':
- run_luna_experiment()
+ example_run()
diff --git a/experiment/earnings/dependency_provider.py b/experiment/earnings/dependency_provider.py
deleted file mode 100644
index 8ec090dca44b9338d4c0e797a7e4a0325e2fe6d1..0000000000000000000000000000000000000000
--- a/experiment/earnings/dependency_provider.py
+++ /dev/null
@@ -1,39 +0,0 @@
-from experiment.earnings.earnings21_record_provider import Earnings21RecordProvider
-from sziszapangma.integration.path_filter import ExtensionPathFilter
-from sziszapangma.integration.repository.multi_files_experiment_repository import MultiFilesExperimentRepository
-
-DATASET_DIRECTORY = 'experiment_data/dataset/earnings21'
-
-GOLD_TRANSCRIPT = 'gold_transcript'
-GOLD_TRANSCRIPT_SPACY = 'gold_transcript_spacy'
-
-GOOGLE_ENGLISH_ASR = 'google_english_asr'
-WORD_GOOGLE_METRICS_WER = 'word_google_metrics_wer'
-WORD_GOOGLE_ALIGNMENT_WER = 'word_google_alignment_wer'
-GOOGLE_ASR_SPACY = 'google_asr_spacy'
-POS_GOOGLE_ALIGNMENT_WER = 'pos_google_alignment_wer'
-POS_GOOGLE_METRICS_WER = 'pos_google_metrics_wer'
-WORD_GOOGLE_METRICS_WER_EMBEDDINGS = 'word_google_metrics_wer_embeddings'
-WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'word_google_alignment_wer_embeddings'
-TAG_SPACY_GOOGLE_ALIGNMENT_WER = 'tag_spacy_google_alignment_wer'
-TAG_SPACY_GOOGLE_METRICS_WER = 'tag_spacy_google_metrics_wer'
-NER_SPACY_GOOGLE_METRICS_WER = 'ner_spacy_google_metrics_wer'
-NER_SPACY_GOOGLE_ALIGNMENT_WER = 'ner_spacy_google_alignment_wer'
-
-PIPELINE_DATA_DIRECTORY = 'experiment_data/pipeline'
-EXPERIMENT_NAME = 'asr_benchmark_earnings21'
-RELATION_MANAGER_ROOT_PATH = 'experiment_data/dataset_relation_manager_data/earnings21'
-
-
-def get_record_provider() -> Earnings21RecordProvider:
- return Earnings21RecordProvider(
- ExtensionPathFilter(
- root_directory=f"{DATASET_DIRECTORY}/media",
- extension='mp3'
- ),
- relation_manager_root_path=RELATION_MANAGER_ROOT_PATH
- )
-
-
-def get_multiple_files_repository() -> MultiFilesExperimentRepository:
- return MultiFilesExperimentRepository('experiment_data/pipeline', EXPERIMENT_NAME)
diff --git a/experiment/earnings/earnings_file_asr_processor.py b/experiment/earnings/earnings_file_asr_processor.py
deleted file mode 100644
index 9da10279ffea69f2fc5fe24ceba6c9a29768bb77..0000000000000000000000000000000000000000
--- a/experiment/earnings/earnings_file_asr_processor.py
+++ /dev/null
@@ -1,29 +0,0 @@
-from typing import Dict, Any, List
-
-from experiment.earnings.earnings21_record_provider import Earnings21RecordProvider
-from sziszapangma.integration.asr_processor import AsrProcessor
-
-
-class EarningsFileAsrProcessor(AsrProcessor):
- _record_provider: Earnings21RecordProvider
- _dataset_root_path: str
- _asr_name: str
-
- def __init__(self, record_provider: Earnings21RecordProvider, dataset_root_path: str, asr_name: str):
- self._record_provider = record_provider
- self._dataset_root_path = dataset_root_path
- self._asr_name = asr_name
-
- @staticmethod
- def get_words_from_file(file_path: str) -> List[str]:
- with open(file_path, 'r') as file:
- return [line.split('|')[0] for line in file.readlines()[1:]]
-
- def call_recognise(self, file_path: str) -> Dict[str, Any]:
- record_id = self._record_provider.get_id(file_path)
- asr_file = f'{self._dataset_root_path}/output/{self._asr_name}/{record_id}.nlp'
- words = self.get_words_from_file(asr_file)
- return {
- 'full_text': ' '.join(words),
- 'transcription': words
- }
diff --git a/experiment/earnings/import_data.py b/experiment/earnings/import_data.py
deleted file mode 100644
index 6443d5038dfb6a21d0e523577bdf123b434d763e..0000000000000000000000000000000000000000
--- a/experiment/earnings/import_data.py
+++ /dev/null
@@ -1,52 +0,0 @@
-from typing import List
-
-from experiment.earnings.dependency_provider import get_record_provider, DATASET_DIRECTORY
-from experiment.earnings.earnings21_record_provider import Earnings21RecordProvider
-from sziszapangma.model.model import Word
-from sziszapangma.model.model_creators import create_new_word, create_new_document
-from sziszapangma.model.relation_manager import RelationManager
-
-
-class Earnings21Adapter:
- _record_provider: Earnings21RecordProvider
-
- def __init__(self, record_provider: Earnings21RecordProvider):
- self._record_provider = record_provider
-
- @staticmethod
- def save_words(
- words_path: str,
- relation_manager: RelationManager
- ) -> List[Word]:
- with open(words_path, 'r') as f:
- text = f.read()
- words = []
- for transcript_line in text.splitlines()[1:]:
- word_text = transcript_line.split('|')[0]
- word = create_new_word(text=word_text)
- relation_manager.save_item(word)
- words.append(word)
- document = create_new_document([word['id'] for word in words])
- relation_manager.save_item(document)
- for word in words:
- relation_manager.save_relation(word, document)
- return words
-
- def import_record(self, record_id: str):
- print(f'record {record_id}')
- transcript_path = f"{DATASET_DIRECTORY}/transcripts/nlp_references/{record_id}.nlp"
- relation_manager = self._record_provider.get_relation_manager(record_id)
- relation_manager.clear_all()
- self.save_words(transcript_path, relation_manager)
- relation_manager.commit()
-
-
-def run_import_data():
- earnings21_record_provider = get_record_provider()
- adapter = Earnings21Adapter(earnings21_record_provider)
- for it in earnings21_record_provider.get_all_records():
- adapter.import_record(it)
-
-
-if __name__ == '__main__':
- run_import_data()
diff --git a/experiment/google_fleurs/__init__.py b/experiment/google_fleurs/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/experiment/google_fleurs/dependency_helper.py b/experiment/google_fleurs/dependency_helper.py
new file mode 100644
index 0000000000000000000000000000000000000000..4c8265f8ab963befe87a81203e55a8a3d247c5d0
--- /dev/null
+++ b/experiment/google_fleurs/dependency_helper.py
@@ -0,0 +1,38 @@
+from datasets import load_dataset, Dataset
+
+from experiment.hf_dataset_helper.hf_record_provider import HfRecordProvider
+from sziszapangma.integration.repository.multi_files_experiment_repository import MultiFilesExperimentRepository
+
+ACCESS_TOKEN = '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'
+
+PIPELINE_DATA_DIRECTORY = 'experiment_data/pipeline'
+EXPERIMENT_NAME = 'asr_benchmark_google_fleurs'
+
+GOLD_TRANSCRIPT = 'gold_transcript'
+GOLD_TRANSCRIPT_SPACY = 'gold_transcript_spacy'
+
+GOOGLE_POLISH_ASR = 'google_polish_asr'
+WORD_GOOGLE_METRICS_WER = 'WORD_GOOGLE_METRICS_WER'.lower()
+WORD_GOOGLE_ALIGNMENT_WER = 'WORD_GOOGLE_ALIGNMENT_WER'.lower()
+GOOGLE_SPACY = 'GOOGLE_SPACY'.lower()
+POS_GOOGLE_ALIGNMENT_WER = 'POS_GOOGLE_ALIGNMENT_WER'.lower()
+POS_GOOGLE_METRICS_WER = 'POS_GOOGLE_METRICS_WER'.lower()
+WORD_GOOGLE_METRICS_WER_EMBEDDINGS = 'WORD_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS = 'NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS = 'TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+
+
+def get_repository() -> MultiFilesExperimentRepository:
+ return MultiFilesExperimentRepository(PIPELINE_DATA_DIRECTORY, EXPERIMENT_NAME)
+
+
+def get_dataset() -> Dataset:
+ return load_dataset("google/fleurs", "pl_pl")['test']
+
+
+def get_record_provider() -> HfRecordProvider:
+ return HfRecordProvider(get_dataset(), 'experiment_data/dataset_relation_manager_data/google_fleurs', 1,
+ 'experiment_data/audio/fleurs_audio/')
diff --git a/experiment/google_fleurs/import_dataset.py b/experiment/google_fleurs/import_dataset.py
new file mode 100644
index 0000000000000000000000000000000000000000..71aace4414c1438f88df83a5923c8b0ed7d74bf3
--- /dev/null
+++ b/experiment/google_fleurs/import_dataset.py
@@ -0,0 +1,9 @@
+from experiment.google_fleurs.dependency_helper import get_record_provider
+from experiment.hf_dataset_helper.hf_import_data_adapter import HfImportDataAdapter
+
+if __name__ == '__main__':
+ record_provider = get_record_provider()
+ dataset = record_provider.get_dataset()
+ import_data_adapter = HfImportDataAdapter(record_provider, dataset, 'transcription')
+ for record in dataset:
+ import_data_adapter.import_record(record)
diff --git a/experiment/google_fleurs/pipeline/__init__.py b/experiment/google_fleurs/pipeline/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/experiment/google_fleurs/pipeline/google_fleurs_gold_transcript.py b/experiment/google_fleurs/pipeline/google_fleurs_gold_transcript.py
new file mode 100644
index 0000000000000000000000000000000000000000..38176511a391672ec84c45c05907711d428cf0ee
--- /dev/null
+++ b/experiment/google_fleurs/pipeline/google_fleurs_gold_transcript.py
@@ -0,0 +1,39 @@
+from experiment.google_fleurs.dependency_helper import get_record_provider, GOLD_TRANSCRIPT, GOLD_TRANSCRIPT_SPACY, \
+ get_repository
+from experiment.hf_dataset_helper.hf_gold_transcript_processor import HfGoldTranscriptProcessor
+from experiment.pos_processing.gold_transcript_spacy_token_pos_processing_task import \
+ GoldTranscriptSpacyTokenPosProcessingTask
+from sziszapangma.integration.experiment_manager import ExperimentManager
+from sziszapangma.integration.task.gold_transcript_task import GoldTranscriptTask
+
+
+def run_voicelab_experiment():
+ record_provider = get_record_provider()
+ experiment_processor = ExperimentManager(
+ record_id_iterator=record_provider,
+ processing_tasks=[
+ GoldTranscriptTask(
+ task_name='gold_transcript_task',
+ gold_transcript_processor=HfGoldTranscriptProcessor(record_provider),
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ require_update=False
+ ),
+ GoldTranscriptSpacyTokenPosProcessingTask(
+ task_name='gold_transcript_spacy_task',
+ input_property_name=GOLD_TRANSCRIPT,
+ spacy_property_name=GOLD_TRANSCRIPT_SPACY,
+ require_update=True
+ )
+ ],
+ experiment_repository=get_repository(),
+ relation_manager_provider=record_provider
+ )
+ experiment_processor.process()
+
+
+def example_run():
+ run_voicelab_experiment()
+
+
+if __name__ == '__main__':
+ example_run()
diff --git a/experiment/google_fleurs/pipeline/google_fleurs_google.py b/experiment/google_fleurs/pipeline/google_fleurs_google.py
new file mode 100644
index 0000000000000000000000000000000000000000..db381777a0babeefbdf2df00c7f2375d68787741
--- /dev/null
+++ b/experiment/google_fleurs/pipeline/google_fleurs_google.py
@@ -0,0 +1,94 @@
+from experiment.google_fleurs.dependency_helper import get_record_provider, GOLD_TRANSCRIPT, GOLD_TRANSCRIPT_SPACY, \
+ get_repository, GOOGLE_POLISH_ASR, WORD_GOOGLE_METRICS_WER, WORD_GOOGLE_ALIGNMENT_WER, GOOGLE_SPACY, \
+ POS_GOOGLE_ALIGNMENT_WER, POS_GOOGLE_METRICS_WER, WORD_GOOGLE_METRICS_WER_EMBEDDINGS, \
+ WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS, \
+ NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, \
+ TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+from experiment.pos_processing.asr_spacy_token_pos_processing_task import AsrSpacyTokenPosProcessingTask
+from experiment.pos_processing.ner_spacy_wer_processing_task import NerSpacyWerProcessingTask
+from experiment.pos_processing.spacy_pos_wer_processing_task import SpacyPosWerProcessingTask
+from experiment.pos_processing.tag_spacy_wer_processing_task import TagSpacyWerProcessingTask
+from sziszapangma.core.transformer.web_embedding_transformer import WebEmbeddingTransformer
+from sziszapangma.integration.asr_processor import AsrPathCacheClient
+from sziszapangma.integration.experiment_manager import ExperimentManager
+from sziszapangma.integration.task.asr_task import AsrTask
+from sziszapangma.integration.task.classic_wer_metric_task import ClassicWerMetricTask
+from sziszapangma.integration.task.embedding_wer_metrics_task import EmbeddingWerMetricsTask
+
+
+def run_voicelab_experiment():
+ record_provider = get_record_provider()
+ experiment_processor = ExperimentManager(
+ record_id_iterator=record_provider,
+ processing_tasks=[
+ AsrTask(
+ task_name='ajn_polish_asr_task',
+ asr_processor=AsrPathCacheClient(
+ 'experiment_data/cached_asr/google_fleurs_google',
+ record_provider,
+ record_provider
+ ),
+ asr_property_name=GOOGLE_POLISH_ASR,
+ require_update=False,
+ record_path_provider=record_provider
+ ),
+ ClassicWerMetricTask(
+ task_name='techmo_word_wer_processing',
+ asr_property_name=GOOGLE_POLISH_ASR,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ metrics_property_name=WORD_GOOGLE_METRICS_WER,
+ require_update=False,
+ alignment_property_name=WORD_GOOGLE_ALIGNMENT_WER
+ ),
+ AsrSpacyTokenPosProcessingTask(
+ task_name='techmo_spacy_task',
+ input_property_name=GOOGLE_POLISH_ASR,
+ spacy_property_name=GOOGLE_SPACY,
+ require_update=True
+ ),
+ SpacyPosWerProcessingTask(
+ task_name='techmo_pos_wer_processing',
+ require_update=False,
+ gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
+ asr_pos_property_name=GOOGLE_SPACY,
+ pos_alignment_wer=POS_GOOGLE_ALIGNMENT_WER,
+ pos_metrics_wer=POS_GOOGLE_METRICS_WER
+ ),
+ EmbeddingWerMetricsTask(
+ task_name='EmbeddingWerMetricsTask',
+ asr_property_name=GOOGLE_POLISH_ASR,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ metrics_property_name=WORD_GOOGLE_METRICS_WER_EMBEDDINGS,
+ require_update=False,
+ embedding_transformer=WebEmbeddingTransformer('pl', 'http://localhost:5003', 'fjsd-mkwe-oius-m9h2'),
+ alignment_property_name=WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS
+ ),
+ NerSpacyWerProcessingTask(
+ task_name='techmo_ner_wer_processing',
+ require_update=False,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ asr_transcript_property_name=GOOGLE_POLISH_ASR,
+ ner_alignment_wer=NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS,
+ ner_metrics_wer=NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+ ),
+ TagSpacyWerProcessingTask(
+ task_name='ajn_pos_wer_processing',
+ require_update=False,
+ gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
+ asr_pos_property_name=GOOGLE_SPACY,
+ pos_alignment_wer=TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS,
+ pos_metrics_wer=TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+ )
+ ],
+ experiment_repository=get_repository(),
+ relation_manager_provider=record_provider
+ )
+ experiment_processor.process()
+
+
+def example_run():
+ run_voicelab_experiment()
+
+
+if __name__ == '__main__':
+ example_run()
diff --git a/experiment/google_fleurs/save_wav_files.py b/experiment/google_fleurs/save_wav_files.py
new file mode 100644
index 0000000000000000000000000000000000000000..58604551f202c1ef39793ac35af1079f1388a30a
--- /dev/null
+++ b/experiment/google_fleurs/save_wav_files.py
@@ -0,0 +1,14 @@
+import os
+
+import numpy as np
+
+from experiment.google_fleurs.dependency_helper import get_dataset
+from scipy.io.wavfile import write as write_wav
+if __name__ == '__main__':
+ dataset = get_dataset()
+ os.mkdir('experiment_data/audio/fleurs_audio')
+ for it in dataset:
+ it_id = it['audio']['path']
+ path = f'experiment_data/audio/fleurs_audio/{it_id}'
+ arr = (it['audio']['array'] * 32768).astype(np.int16)
+ write_wav(path, it['audio']['sampling_rate'], arr)
diff --git a/experiment/hf_dataset_helper/__init__.py b/experiment/hf_dataset_helper/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/experiment/earnings/earnings_gold_transcript_processor.py b/experiment/hf_dataset_helper/hf_gold_transcript_processor.py
similarity index 73%
rename from experiment/earnings/earnings_gold_transcript_processor.py
rename to experiment/hf_dataset_helper/hf_gold_transcript_processor.py
index bf55d441343e4ed26d8cdc038e258931b1828eb2..5781434ac72c797fcaa56668d2f6f461dc84d816 100644
--- a/experiment/earnings/earnings_gold_transcript_processor.py
+++ b/experiment/hf_dataset_helper/hf_gold_transcript_processor.py
@@ -1,13 +1,13 @@
from typing import List, Dict
-from experiment.earnings.earnings21_record_provider import Earnings21RecordProvider
+from experiment.hf_dataset_helper.hf_record_provider import HfRecordProvider
from sziszapangma.integration.gold_transcript_processor import GoldTranscriptProcessor
-class EarningsGoldTranscriptProcessor(GoldTranscriptProcessor):
- _record_provider: Earnings21RecordProvider
+class HfGoldTranscriptProcessor(GoldTranscriptProcessor):
+ _record_provider: HfRecordProvider
- def __init__(self, record_provider: Earnings21RecordProvider):
+ def __init__(self, record_provider: HfRecordProvider):
self._record_provider = record_provider
def parse_word(self, word):
diff --git a/experiment/hf_dataset_helper/hf_import_data_adapter.py b/experiment/hf_dataset_helper/hf_import_data_adapter.py
new file mode 100644
index 0000000000000000000000000000000000000000..5159087223c0e5a5f70f70849d60031d3b4d175f
--- /dev/null
+++ b/experiment/hf_dataset_helper/hf_import_data_adapter.py
@@ -0,0 +1,41 @@
+import os
+from typing import List, Any, Dict
+
+from datasets import Dataset
+
+from experiment.hf_dataset_helper.hf_record_provider import HfRecordProvider
+from sziszapangma.model.model import Word
+from sziszapangma.model.model_creators import create_new_word, create_new_document
+from sziszapangma.model.relation_manager import RelationManager
+
+
+class HfImportDataAdapter:
+ _record_provider: HfRecordProvider
+ _dataset: Dataset
+ _transcription_column: str
+
+ def __init__(self, record_provider: HfRecordProvider, dataset: Dataset, transcription_column: str):
+ self._record_provider = record_provider
+ self._dataset = dataset
+ self._transcription_column = transcription_column
+
+ def save_words(self, record: Dict[str, Any], relation_manager: RelationManager) -> List[Word]:
+ text = record[self._transcription_column]
+ words = []
+ for single_word in text.split():
+ word = create_new_word(text=single_word)
+ relation_manager.save_item(word)
+ words.append(word)
+ document = create_new_document([word['id'] for word in words])
+ relation_manager.save_item(document)
+ for word in words:
+ relation_manager.save_relation(word, document)
+ return words
+
+ def import_record(self, record: Dict[str, Any]):
+ record_id = self._record_provider.get_id_from_record(record)
+ print(f'import_record :: {record_id}')
+ relation_manager = self._record_provider.get_relation_manager(record_id)
+ relation_manager.clear_all()
+ self.save_words(record, relation_manager)
+ relation_manager.commit()
diff --git a/experiment/earnings/earnings21_record_provider.py b/experiment/hf_dataset_helper/hf_record_provider.py
similarity index 59%
rename from experiment/earnings/earnings21_record_provider.py
rename to experiment/hf_dataset_helper/hf_record_provider.py
index 15960700f9517d57805ad3fc9747e95fcf05f6e4..514e31c992569fae6cd9c08bc508a9ef702f2f3a 100644
--- a/experiment/earnings/earnings21_record_provider.py
+++ b/experiment/hf_dataset_helper/hf_record_provider.py
@@ -1,6 +1,7 @@
from pathlib import Path
-from typing import Dict, Set
-
+from typing import Dict, Set, Any
+from datasets import load_dataset
+from datasets.arrow_dataset import Dataset
from sziszapangma.integration.path_filter import PathFilter
from sziszapangma.integration.record_id_iterator import RecordIdIterator
from sziszapangma.integration.record_path_provider import RecordPathProvider
@@ -8,15 +9,19 @@ from sziszapangma.integration.relation_manager_provider import RelationManagerPr
from sziszapangma.model.relation_manager import RelationManager, FileRelationManager
-class Earnings21RecordProvider(RecordIdIterator, RecordPathProvider, RelationManagerProvider):
+class HfRecordProvider(RecordIdIterator, RecordPathProvider, RelationManagerProvider):
_path_by_id: Dict[str, str]
_relation_manager_root_path: str
+ _dataset: Dataset
+ _id_tags_count: int
- def __init__(self, path_filter: PathFilter, relation_manager_root_path: str):
+ def __init__(self, dataset: Dataset, relation_manager_root_path: str, id_tags_count: int = 1, path_prefix: str = ''):
+ self._id_tags_count = id_tags_count
self._path_by_id = dict({
- self.get_id(it): it
- for it in path_filter.get_list_of_files()
+ self.get_id_from_record(it): path_prefix + it['path']
+ for it in dataset
})
+ self._dataset = dataset
self._relation_manager_root_path = relation_manager_root_path
def get_all_records(self) -> Set[str]:
@@ -33,6 +38,9 @@ class Earnings21RecordProvider(RecordIdIterator, RecordPathProvider, RelationMan
str(record_path.joinpath('ab_items.json'))
)
- def get_id(self, record_file_path: str) -> str:
- path = record_file_path.replace('.mp3', '')
- return path.split('/')[-1]
+ def get_dataset(self) -> Dataset:
+ return self._dataset
+
+ def get_id_from_record(self, record: Dict[str, Any]) -> str:
+ path = record['path']
+ return '__'.join(path.split('/')[-self._id_tags_count:])
diff --git a/experiment/luna/pipeline/dependency_provider.py b/experiment/luna/pipeline/dependency_provider.py
index 530302991caf1683cb85d63645ea016f1dd3bcb2..68a5266c8e82fa347266a2c6376c032249b5875b 100644
--- a/experiment/luna/pipeline/dependency_provider.py
+++ b/experiment/luna/pipeline/dependency_provider.py
@@ -34,6 +34,20 @@ NER_SPACY_AJN_METRICS_WER_EMBEDDINGS = 'ner_spacy_ajn_metrics_wer_embeddings'
NER_SPACY_AJN_ALIGNMENT_WER_EMBEDDINGS = 'ner_spacy_ajn_alignment_wer_embeddings'
+WAV2VEC2_POLISH_ASR = 'wav2vec2_polish_asr'
+WORD_WAV2VEC2_METRICS_WER = 'word_wav2vec2_metrics_wer'
+WORD_WAV2VEC2_ALIGNMENT_WER = 'word_wav2vec2_alignment_wer'
+WAV2VEC2_SPACY = 'wav2vec2_spacy'
+POS_WAV2VEC2_ALIGNMENT_WER = 'pos_wav2vec2_alignment_wer'
+POS_WAV2VEC2_METRICS_WER = 'pos_wav2vec2_metrics_wer'
+WORD_WAV2VEC2_METRICS_WER_EMBEDDINGS = 'word_wav2vec2_metrics_wer_embeddings'
+WORD_WAV2VEC2_ALIGNMENT_WER_EMBEDDINGS = 'word_wav2vec2_alignment_wer_embeddings'
+TAG_SPACY_WAV2VEC2_METRICS_WER_EMBEDDINGS = 'tag_spacy_wav2vec2_metrics_wer_embeddings'
+TAG_SPACY_WAV2VEC2_ALIGNMENT_WER_EMBEDDINGS = 'tag_spacy_wav2vec2_alignment_wer_embeddings'
+NER_SPACY_WAV2VEC2_METRICS_WER_EMBEDDINGS = 'ner_spacy_wav2vec2_metrics_wer_embeddings'
+NER_SPACY_WAV2VEC2_ALIGNMENT_WER_EMBEDDINGS = 'ner_spacy_wav2vec2_alignment_wer_embeddings'
+
+
def get_record_provider() -> LunaRecordProvider:
return LunaRecordProvider(
ExtensionPathFilter(
diff --git a/experiment/luna/pipeline/google_cloud_processor.py b/experiment/luna/pipeline/google_cloud_processor.py
new file mode 100644
index 0000000000000000000000000000000000000000..5786c27d336286518625051b5001dc65fbb23391
--- /dev/null
+++ b/experiment/luna/pipeline/google_cloud_processor.py
@@ -0,0 +1,81 @@
+import datetime
+import os.path
+
+from joblib import Parallel, delayed
+
+import json
+import uuid
+from pathlib import Path
+from typing import Any
+from google.protobuf.json_format import MessageToJson
+
+from google.cloud.storage import Blob
+import os
+from google.cloud import speech
+from google.cloud import storage
+
+from experiment.luna.pipeline.dependency_provider import get_record_provider
+
+
+class GoogleCloudAsrProcessor:
+ bucket_name: str
+ storage_client: storage.Client
+ speech_client: speech.SpeechClient
+ language_code: str
+
+ def __init__(
+ self,
+ bucket_name: str,
+ storage_client: storage.Client,
+ speech_client: speech.SpeechClient,
+ language_code: str
+ ):
+ self.speech_client = speech_client
+ self.storage_client = storage_client
+ self.bucket_name = bucket_name
+ self.language_code = language_code
+
+ def save_file_in_gcs(self, file_path: str) -> Blob:
+ bucket = self.storage_client.get_bucket(self.bucket_name)
+ blob = bucket.blob(f'{uuid.uuid4()}__{Path(file_path).name}')
+ blob.upload_from_filename(file_path)
+ return blob
+
+ def process_file(self, file_path: str) -> str:
+ blob = self.save_file_in_gcs(file_path)
+ uri = f'gs://{self.bucket_name}/{blob.name}'
+ long_audi_wav = speech.RecognitionAudio(uri=uri)
+ config_wav_enhanced = speech.RecognitionConfig(
+ enable_automatic_punctuation=True,
+ language_code=self.language_code,
+ use_enhanced=True,
+ enable_word_time_offsets=True
+ )
+
+ operation = self.speech_client.long_running_recognize(
+ config=config_wav_enhanced,
+ audio=long_audi_wav
+ )
+ response = operation.result(timeout=300)
+ blob.delete()
+ return MessageToJson(response._pb)
+
+
+def process_single(record_id: str):
+ os.environ['GOOGLE_APPLICATION_CREDENTIALS'] = '/home/marcinwatroba/PWR_ASR/asr-benchmarks/secret_key.json'
+ processor = GoogleCloudAsrProcessor('asr-benchmarks-data', storage.Client(), speech.SpeechClient(), 'pl-PL')
+ record_provider = get_record_provider()
+ print(datetime.datetime.now().isoformat(), record_id)
+ result_path = f'{root_result_path}/{record_id}.json'
+ if not os.path.exists(result_path):
+ result = processor.process_file(record_provider.get_path(record_id))
+ with open(result_path, 'w') as f:
+ f.write(result)
+
+
+if __name__ == '__main__':
+ os.environ['GOOGLE_APPLICATION_CREDENTIALS'] = '/home/marcinwatroba/PWR_ASR/asr-benchmarks/secret_key.json'
+ root_result_path = f'luna_google_asr'
+ if not os.path.exists(root_result_path):
+ os.mkdir(root_result_path)
+ Parallel(n_jobs=16)(delayed(process_single)(i) for i in get_record_provider().get_all_records())
diff --git a/experiment/luna/pipeline/luna_wav2vec2_asr_processing.py b/experiment/luna/pipeline/luna_wav2vec2_asr_processing.py
new file mode 100644
index 0000000000000000000000000000000000000000..15d689f2d43a7ab49b0c92522183896b3f0b50ea
--- /dev/null
+++ b/experiment/luna/pipeline/luna_wav2vec2_asr_processing.py
@@ -0,0 +1,73 @@
+from experiment.luna.pipeline.dependency_provider import get_record_provider, GOLD_TRANSCRIPT, \
+ get_multiple_files_repository, \
+ GOLD_TRANSCRIPT_SPACY, AJN_POLISH_ASR, WORD_AJN_METRICS_WER, WORD_AJN_ALIGNMENT_WER, AJN_SPACY, \
+ POS_AJN_ALIGNMENT_WER, POS_AJN_METRICS_WER, WORD_AJN_METRICS_WER_EMBEDDINGS, WORD_AJN_ALIGNMENT_WER_EMBEDDINGS, \
+ WAV2VEC2_POLISH_ASR, WORD_WAV2VEC2_METRICS_WER, WORD_WAV2VEC2_ALIGNMENT_WER, WAV2VEC2_SPACY, \
+ POS_WAV2VEC2_ALIGNMENT_WER, POS_WAV2VEC2_METRICS_WER, WORD_WAV2VEC2_METRICS_WER_EMBEDDINGS, \
+ WORD_WAV2VEC2_ALIGNMENT_WER_EMBEDDINGS
+from experiment.pos_processing.asr_spacy_token_pos_processing_task import AsrSpacyTokenPosProcessingTask
+from experiment.pos_processing.spacy_pos_wer_processing_task import SpacyPosWerProcessingTask
+from sziszapangma.core.transformer.web_embedding_transformer import WebEmbeddingTransformer
+from sziszapangma.integration.experiment_manager import ExperimentManager
+from sziszapangma.integration.task.asr_task import AsrTask
+from sziszapangma.integration.task.classic_wer_metric_task import ClassicWerMetricTask
+from sziszapangma.integration.asr_processor import AsrWebClient, MultipleSourcesAsrProcessor, AsrPathCacheClient
+from sziszapangma.integration.task.embedding_wer_metrics_task import EmbeddingWerMetricsTask
+
+
+def run_luna_experiment():
+ record_provider = get_record_provider()
+ experiment_processor = ExperimentManager(
+ record_id_iterator=record_provider,
+ processing_tasks=[
+ AsrTask(
+ task_name='wav2vec2_polish_asr_task',
+ asr_processor=MultipleSourcesAsrProcessor([
+ AsrPathCacheClient('experiment_data/cached_asr/luna_wav2vec2_polish_asr', record_provider,
+ record_provider),
+ AsrWebClient('http://localhost:5437/process_asr', '__example_token__')
+ ]),
+ asr_property_name=WAV2VEC2_POLISH_ASR,
+ require_update=False,
+ record_path_provider=record_provider
+ ),
+ ClassicWerMetricTask(
+ task_name='wav2vec2_word_wer_processing',
+ asr_property_name=WAV2VEC2_POLISH_ASR,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ metrics_property_name=WORD_WAV2VEC2_METRICS_WER,
+ require_update=False,
+ alignment_property_name=WORD_WAV2VEC2_ALIGNMENT_WER
+ ),
+ AsrSpacyTokenPosProcessingTask(
+ task_name='wav2vec2_spacy_task',
+ input_property_name=WAV2VEC2_POLISH_ASR,
+ spacy_property_name=WAV2VEC2_SPACY,
+ require_update=True
+ ),
+ SpacyPosWerProcessingTask(
+ task_name='wav2vec2_pos_wer_processing',
+ require_update=False,
+ gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
+ asr_pos_property_name=WAV2VEC2_SPACY,
+ pos_alignment_wer=POS_WAV2VEC2_ALIGNMENT_WER,
+ pos_metrics_wer=POS_WAV2VEC2_METRICS_WER
+ ),
+ EmbeddingWerMetricsTask(
+ task_name='EmbeddingWerMetricsTask',
+ asr_property_name='wav2vec2_polish_asr',
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ metrics_property_name=WORD_WAV2VEC2_METRICS_WER_EMBEDDINGS,
+ require_update=False,
+ embedding_transformer=WebEmbeddingTransformer('pl', 'http://localhost:5003', 'fjsd-mkwe-oius-m9h2'),
+ alignment_property_name=WORD_WAV2VEC2_ALIGNMENT_WER_EMBEDDINGS
+ )
+ ],
+ experiment_repository=get_multiple_files_repository(),
+ relation_manager_provider=record_provider
+ )
+ experiment_processor.process()
+
+
+if __name__ == '__main__':
+ run_luna_experiment()
diff --git a/experiment/minds14/__init__.py b/experiment/minds14/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/experiment/minds14/dependency_helper.py b/experiment/minds14/dependency_helper.py
new file mode 100644
index 0000000000000000000000000000000000000000..78d2bad320fb43c8a70e039369e6524417e674fe
--- /dev/null
+++ b/experiment/minds14/dependency_helper.py
@@ -0,0 +1,34 @@
+from datasets import load_dataset
+
+from experiment.hf_dataset_helper.hf_record_provider import HfRecordProvider
+from sziszapangma.integration.repository.multi_files_experiment_repository import MultiFilesExperimentRepository
+
+ACCESS_TOKEN = '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'
+
+PIPELINE_DATA_DIRECTORY = 'experiment_data/pipeline'
+EXPERIMENT_NAME = 'asr_benchmark_minds14'
+
+GOLD_TRANSCRIPT = 'gold_transcript'
+GOLD_TRANSCRIPT_SPACY = 'gold_transcript_spacy'
+
+GOOGLE_POLISH_ASR = 'google_polish_asr'
+WORD_GOOGLE_METRICS_WER = 'WORD_GOOGLE_METRICS_WER'.lower()
+WORD_GOOGLE_ALIGNMENT_WER = 'WORD_GOOGLE_ALIGNMENT_WER'.lower()
+GOOGLE_SPACY = 'GOOGLE_SPACY'.lower()
+POS_GOOGLE_ALIGNMENT_WER = 'POS_GOOGLE_ALIGNMENT_WER'.lower()
+POS_GOOGLE_METRICS_WER = 'POS_GOOGLE_METRICS_WER'.lower()
+WORD_GOOGLE_METRICS_WER_EMBEDDINGS = 'WORD_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS = 'NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS = 'TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+
+
+def get_repository() -> MultiFilesExperimentRepository:
+ return MultiFilesExperimentRepository(PIPELINE_DATA_DIRECTORY, EXPERIMENT_NAME)
+
+
+def get_record_provider() -> HfRecordProvider:
+ dataset = load_dataset("PolyAI/minds14", "pl-PL")['train']
+ return HfRecordProvider(dataset, 'experiment_data/dataset_relation_manager_data/minds14', 2)
diff --git a/experiment/minds14/import_dataset.py b/experiment/minds14/import_dataset.py
new file mode 100644
index 0000000000000000000000000000000000000000..c8e36ffdd79bf5d6bf5e35a0202abbfe80d369df
--- /dev/null
+++ b/experiment/minds14/import_dataset.py
@@ -0,0 +1,11 @@
+from experiment.hf_dataset_helper.hf_import_data_adapter import HfImportDataAdapter
+from experiment.minds14.dependency_helper import get_record_provider
+
+if __name__ == '__main__':
+ record_provider = get_record_provider()
+ dataset = record_provider.get_dataset()
+ print(dataset)
+ import_data_adapter = HfImportDataAdapter(record_provider, dataset, 'transcription')
+
+ for record in dataset:
+ import_data_adapter.import_record(record)
diff --git a/experiment/minds14/pipeline/__init__.py b/experiment/minds14/pipeline/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/experiment/minds14/pipeline/minds14_gold_transcript.py b/experiment/minds14/pipeline/minds14_gold_transcript.py
new file mode 100644
index 0000000000000000000000000000000000000000..16ef44a8b2d847e62598ec0d2b870623c6fdfa48
--- /dev/null
+++ b/experiment/minds14/pipeline/minds14_gold_transcript.py
@@ -0,0 +1,39 @@
+from experiment.hf_dataset_helper.hf_gold_transcript_processor import HfGoldTranscriptProcessor
+from experiment.minds14.dependency_helper import get_record_provider, GOLD_TRANSCRIPT, GOLD_TRANSCRIPT_SPACY, \
+ get_repository
+from experiment.pos_processing.gold_transcript_spacy_token_pos_processing_task import \
+ GoldTranscriptSpacyTokenPosProcessingTask
+from sziszapangma.integration.experiment_manager import ExperimentManager
+from sziszapangma.integration.task.gold_transcript_task import GoldTranscriptTask
+
+
+def run_voicelab_experiment():
+ record_provider = get_record_provider()
+ experiment_processor = ExperimentManager(
+ record_id_iterator=record_provider,
+ processing_tasks=[
+ GoldTranscriptTask(
+ task_name='gold_transcript_task',
+ gold_transcript_processor=HfGoldTranscriptProcessor(record_provider),
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ require_update=False
+ ),
+ GoldTranscriptSpacyTokenPosProcessingTask(
+ task_name='gold_transcript_spacy_task',
+ input_property_name=GOLD_TRANSCRIPT,
+ spacy_property_name=GOLD_TRANSCRIPT_SPACY,
+ require_update=True
+ )
+ ],
+ experiment_repository=get_repository(),
+ relation_manager_provider=record_provider
+ )
+ experiment_processor.process()
+
+
+def example_run():
+ run_voicelab_experiment()
+
+
+if __name__ == '__main__':
+ example_run()
diff --git a/experiment/minds14/pipeline/minds14_google.py b/experiment/minds14/pipeline/minds14_google.py
new file mode 100644
index 0000000000000000000000000000000000000000..24377543e8fa801479ae39c1412a61da2eb83c4f
--- /dev/null
+++ b/experiment/minds14/pipeline/minds14_google.py
@@ -0,0 +1,95 @@
+from experiment.minds14.dependency_helper import get_record_provider, GOLD_TRANSCRIPT, GOLD_TRANSCRIPT_SPACY, \
+ get_repository, GOOGLE_POLISH_ASR, WORD_GOOGLE_METRICS_WER, WORD_GOOGLE_ALIGNMENT_WER, GOOGLE_SPACY, \
+ POS_GOOGLE_ALIGNMENT_WER, POS_GOOGLE_METRICS_WER, WORD_GOOGLE_METRICS_WER_EMBEDDINGS, \
+ WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS, \
+ NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, \
+ TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+from experiment.pos_processing.asr_spacy_token_pos_processing_task import AsrSpacyTokenPosProcessingTask
+
+from experiment.pos_processing.ner_spacy_wer_processing_task import NerSpacyWerProcessingTask
+from experiment.pos_processing.spacy_pos_wer_processing_task import SpacyPosWerProcessingTask
+from experiment.pos_processing.tag_spacy_wer_processing_task import TagSpacyWerProcessingTask
+from sziszapangma.core.transformer.web_embedding_transformer import WebEmbeddingTransformer
+from sziszapangma.integration.asr_processor import AsrPathCacheClient
+from sziszapangma.integration.experiment_manager import ExperimentManager
+from sziszapangma.integration.task.asr_task import AsrTask
+from sziszapangma.integration.task.classic_wer_metric_task import ClassicWerMetricTask
+from sziszapangma.integration.task.embedding_wer_metrics_task import EmbeddingWerMetricsTask
+
+
+def run_voicelab_experiment():
+ record_provider = get_record_provider()
+ experiment_processor = ExperimentManager(
+ record_id_iterator=record_provider,
+ processing_tasks=[
+ AsrTask(
+ task_name='ajn_polish_asr_task',
+ asr_processor=AsrPathCacheClient(
+ 'experiment_data/cached_asr/minds14_google',
+ record_provider,
+ record_provider
+ ),
+ asr_property_name=GOOGLE_POLISH_ASR,
+ require_update=False,
+ record_path_provider=record_provider
+ ),
+ ClassicWerMetricTask(
+ task_name='techmo_word_wer_processing',
+ asr_property_name=GOOGLE_POLISH_ASR,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ metrics_property_name=WORD_GOOGLE_METRICS_WER,
+ require_update=False,
+ alignment_property_name=WORD_GOOGLE_ALIGNMENT_WER
+ ),
+ AsrSpacyTokenPosProcessingTask(
+ task_name='techmo_spacy_task',
+ input_property_name=GOOGLE_POLISH_ASR,
+ spacy_property_name=GOOGLE_SPACY,
+ require_update=True
+ ),
+ SpacyPosWerProcessingTask(
+ task_name='techmo_pos_wer_processing',
+ require_update=False,
+ gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
+ asr_pos_property_name=GOOGLE_SPACY,
+ pos_alignment_wer=POS_GOOGLE_ALIGNMENT_WER,
+ pos_metrics_wer=POS_GOOGLE_METRICS_WER
+ ),
+ EmbeddingWerMetricsTask(
+ task_name='EmbeddingWerMetricsTask',
+ asr_property_name=GOOGLE_POLISH_ASR,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ metrics_property_name=WORD_GOOGLE_METRICS_WER_EMBEDDINGS,
+ require_update=False,
+ embedding_transformer=WebEmbeddingTransformer('pl', 'http://localhost:5003', 'fjsd-mkwe-oius-m9h2'),
+ alignment_property_name=WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS
+ ),
+ NerSpacyWerProcessingTask(
+ task_name='techmo_ner_wer_processing',
+ require_update=False,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ asr_transcript_property_name=GOOGLE_POLISH_ASR,
+ ner_alignment_wer=NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS,
+ ner_metrics_wer=NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+ ),
+ TagSpacyWerProcessingTask(
+ task_name='ajn_pos_wer_processing',
+ require_update=False,
+ gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
+ asr_pos_property_name=GOOGLE_SPACY,
+ pos_alignment_wer=TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS,
+ pos_metrics_wer=TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+ )
+ ],
+ experiment_repository=get_repository(),
+ relation_manager_provider=record_provider
+ )
+ experiment_processor.process()
+
+
+def example_run():
+ run_voicelab_experiment()
+
+
+if __name__ == '__main__':
+ example_run()
diff --git a/experiment/voicelab/google_cloud_processor.py b/experiment/voicelab/google_cloud_processor.py
new file mode 100644
index 0000000000000000000000000000000000000000..6d03a75b68e5bdc5bf27459a639a88a12891bc95
--- /dev/null
+++ b/experiment/voicelab/google_cloud_processor.py
@@ -0,0 +1,82 @@
+import datetime
+import os.path
+
+from experiment.voicelab.voicelab_dependency import get_record_provider
+from joblib import Parallel, delayed
+
+import json
+import uuid
+from pathlib import Path
+from typing import Any
+from google.protobuf.json_format import MessageToJson
+
+from google.cloud.storage import Blob
+import os
+from google.cloud import speech
+from google.cloud import storage
+
+
+class GoogleCloudAsrProcessor:
+ bucket_name: str
+ storage_client: storage.Client
+ speech_client: speech.SpeechClient
+ language_code: str
+
+ def __init__(
+ self,
+ bucket_name: str,
+ storage_client: storage.Client,
+ speech_client: speech.SpeechClient,
+ language_code: str
+ ):
+ self.speech_client = speech_client
+ self.storage_client = storage_client
+ self.bucket_name = bucket_name
+ self.language_code = language_code
+
+ def save_file_in_gcs(self, file_path: str) -> Blob:
+ bucket = self.storage_client.get_bucket(self.bucket_name)
+ blob = bucket.blob(f'{uuid.uuid4()}__{Path(file_path).name}')
+ blob.upload_from_filename(file_path)
+ return blob
+
+ def process_file(self, file_path: str) -> str:
+ blob = self.save_file_in_gcs(file_path)
+ uri = f'gs://{self.bucket_name}/{blob.name}'
+ long_audi_wav = speech.RecognitionAudio(uri=uri)
+ config_wav_enhanced = speech.RecognitionConfig(
+ enable_automatic_punctuation=True,
+ language_code=self.language_code,
+ use_enhanced=True,
+ enable_word_time_offsets=True
+ )
+
+ operation = self.speech_client.long_running_recognize(
+ config=config_wav_enhanced,
+ audio=long_audi_wav
+ )
+ response = operation.result(timeout=300)
+ blob.delete()
+ return MessageToJson(response._pb)
+
+
+def process_single(record_id: str):
+ os.environ['GOOGLE_APPLICATION_CREDENTIALS'] = '/home/marcinwatroba/PWR_ASR/asr-benchmarks/secret_key.json'
+ processor = GoogleCloudAsrProcessor('asr-benchmarks-data', storage.Client(), speech.SpeechClient(), 'pl-PL')
+ record_provider = get_record_provider()
+ print(datetime.datetime.now().isoformat(), record_id)
+ result_path = f'{root_result_path}/{record_id}.json'
+ if not os.path.exists(result_path):
+ result = processor.process_file(record_provider.get_path(record_id))
+ with open(result_path, 'w') as f:
+ f.write(result)
+
+
+if __name__ == '__main__':
+ os.environ['GOOGLE_APPLICATION_CREDENTIALS'] = '/home/marcinwatroba/PWR_ASR/asr-benchmarks/secret_key.json'
+ processor = GoogleCloudAsrProcessor('asr-benchmarks-data', storage.Client(), speech.SpeechClient(), 'pl-PL')
+ record_provider = get_record_provider()
+ root_result_path = f'voicelab_google_asr'
+ if not os.path.exists(root_result_path):
+ os.mkdir(root_result_path)
+ Parallel(n_jobs=8)(delayed(process_single)(i) for i in record_provider.get_all_records())
diff --git a/experiment/voicelab/spacy_ner_processing.py b/experiment/voicelab/spacy_ner_processing.py
index 99686bb38c8fc32215b54e154384d8da0df7a4ba..0555b90ce36e8cdceab359122c9e3dfcd2664648 100644
--- a/experiment/voicelab/spacy_ner_processing.py
+++ b/experiment/voicelab/spacy_ner_processing.py
@@ -10,12 +10,8 @@ from experiment.voicelab.voicelab_dependency import get_record_provider, get_rep
TAG_SPACY_AJN_METRICS_WER_EMBEDDINGS, NER_SPACY_TECHMO_METRICS_WER_EMBEDDINGS, \
NER_SPACY_TECHMO_ALIGNMENT_WER_EMBEDDINGS, AJN_POLISH_ASR, NER_SPACY_AJN_ALIGNMENT_WER_EMBEDDINGS, \
NER_SPACY_AJN_METRICS_WER_EMBEDDINGS
-from sziszapangma.core.transformer.web_embedding_transformer import WebEmbeddingTransformer
-from sziszapangma.integration.asr_processor import AsrPathCacheClient
+
from sziszapangma.integration.experiment_manager import ExperimentManager
-from sziszapangma.integration.task.asr_task import AsrTask
-from sziszapangma.integration.task.classic_wer_metric_task import ClassicWerMetricTask
-from sziszapangma.integration.task.embedding_wer_metrics_task import EmbeddingWerMetricsTask
def run_voicelab_experiment():
diff --git a/experiment/voicelab/voicelab_dependency.py b/experiment/voicelab/voicelab_dependency.py
index 28b8f2939e1eb4a5298852b0bfb7c2c21f619775..3a6bf360684ab298ce062d384570469cb576f633 100644
--- a/experiment/voicelab/voicelab_dependency.py
+++ b/experiment/voicelab/voicelab_dependency.py
@@ -33,6 +33,20 @@ TAG_SPACY_AJN_ALIGNMENT_WER_EMBEDDINGS = 'tag_spacy_ajn_alignment_wer_embeddings
NER_SPACY_AJN_METRICS_WER_EMBEDDINGS = 'ner_spacy_ajn_metrics_wer_embeddings'
NER_SPACY_AJN_ALIGNMENT_WER_EMBEDDINGS = 'ner_spacy_ajn_alignment_wer_embeddings'
+GOOGLE_POLISH_ASR = 'google_polish_asr'
+WORD_GOOGLE_METRICS_WER = 'WORD_GOOGLE_METRICS_WER'.lower()
+WORD_GOOGLE_ALIGNMENT_WER = 'WORD_GOOGLE_ALIGNMENT_WER'.lower()
+GOOGLE_SPACY = 'GOOGLE_SPACY'.lower()
+POS_GOOGLE_ALIGNMENT_WER = 'POS_GOOGLE_ALIGNMENT_WER'.lower()
+POS_GOOGLE_METRICS_WER = 'POS_GOOGLE_METRICS_WER'.lower()
+WORD_GOOGLE_METRICS_WER_EMBEDDINGS = 'WORD_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS = 'NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS = 'TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS'.lower()
+TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS = 'TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS'.lower()
+
+
PIPELINE_DATA_DIRECTORY = 'experiment_data/pipeline'
EXPERIMENT_NAME = 'asr_benchmark_voicelab_cbiz_testset_20220322'
RELATION_MANAGER_ROOT_PATH = 'experiment_data/dataset_relation_manager_data/voicelab_cbiz_testset_20220322'
diff --git a/experiment/voicelab/voicelab_google.py b/experiment/voicelab/voicelab_google.py
new file mode 100644
index 0000000000000000000000000000000000000000..97ed0c0dbaccc1f2e3b6e4d6634be7ab7bf08e32
--- /dev/null
+++ b/experiment/voicelab/voicelab_google.py
@@ -0,0 +1,98 @@
+from experiment.voicelab.dependency_helper import get_record_provider, GOLD_TRANSCRIPT, GOLD_TRANSCRIPT_SPACY, \
+ get_repository, GOOGLE_POLISH_ASR, WORD_GOOGLE_METRICS_WER, WORD_GOOGLE_ALIGNMENT_WER, GOOGLE_SPACY, \
+ POS_GOOGLE_ALIGNMENT_WER, POS_GOOGLE_METRICS_WER, WORD_GOOGLE_METRICS_WER_EMBEDDINGS, \
+ WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS, \
+ NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS, \
+ TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+from experiment.hf_dataset_helper.hf_gold_transcript_processor import HfGoldTranscriptProcessor
+from experiment.pos_processing.asr_spacy_token_pos_processing_task import AsrSpacyTokenPosProcessingTask
+from experiment.pos_processing.gold_transcript_spacy_token_pos_processing_task import \
+ GoldTranscriptSpacyTokenPosProcessingTask
+from experiment.pos_processing.ner_spacy_wer_processing_task import NerSpacyWerProcessingTask
+from experiment.pos_processing.spacy_pos_wer_processing_task import SpacyPosWerProcessingTask
+from experiment.pos_processing.tag_spacy_wer_processing_task import TagSpacyWerProcessingTask
+from sziszapangma.core.transformer.web_embedding_transformer import WebEmbeddingTransformer
+from sziszapangma.integration.asr_processor import AsrPathCacheClient
+from sziszapangma.integration.experiment_manager import ExperimentManager
+from sziszapangma.integration.task.asr_task import AsrTask
+from sziszapangma.integration.task.classic_wer_metric_task import ClassicWerMetricTask
+from sziszapangma.integration.task.embedding_wer_metrics_task import EmbeddingWerMetricsTask
+from sziszapangma.integration.task.gold_transcript_task import GoldTranscriptTask
+
+
+def run_voicelab_experiment():
+ record_provider = get_record_provider()
+ experiment_processor = ExperimentManager(
+ record_id_iterator=record_provider,
+ processing_tasks=[
+ AsrTask(
+ task_name='ajn_polish_asr_task',
+ asr_processor=AsrPathCacheClient(
+ 'experiment_data/cached_asr/common_voice_google',
+ record_provider,
+ record_provider
+ ),
+ asr_property_name=GOOGLE_POLISH_ASR,
+ require_update=False,
+ record_path_provider=record_provider
+ ),
+ ClassicWerMetricTask(
+ task_name='techmo_word_wer_processing',
+ asr_property_name=GOOGLE_POLISH_ASR,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ metrics_property_name=WORD_GOOGLE_METRICS_WER,
+ require_update=False,
+ alignment_property_name=WORD_GOOGLE_ALIGNMENT_WER
+ ),
+ AsrSpacyTokenPosProcessingTask(
+ task_name='techmo_spacy_task',
+ input_property_name=GOOGLE_POLISH_ASR,
+ spacy_property_name=GOOGLE_SPACY,
+ require_update=True
+ ),
+ SpacyPosWerProcessingTask(
+ task_name='techmo_pos_wer_processing',
+ require_update=False,
+ gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
+ asr_pos_property_name=GOOGLE_SPACY,
+ pos_alignment_wer=POS_GOOGLE_ALIGNMENT_WER,
+ pos_metrics_wer=POS_GOOGLE_METRICS_WER
+ ),
+ EmbeddingWerMetricsTask(
+ task_name='EmbeddingWerMetricsTask',
+ asr_property_name=GOOGLE_POLISH_ASR,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ metrics_property_name=WORD_GOOGLE_METRICS_WER_EMBEDDINGS,
+ require_update=False,
+ embedding_transformer=WebEmbeddingTransformer('pl', 'http://localhost:5003', 'fjsd-mkwe-oius-m9h2'),
+ alignment_property_name=WORD_GOOGLE_ALIGNMENT_WER_EMBEDDINGS
+ ),
+ NerSpacyWerProcessingTask(
+ task_name='techmo_ner_wer_processing',
+ require_update=False,
+ gold_transcript_property_name=GOLD_TRANSCRIPT,
+ asr_transcript_property_name=GOOGLE_POLISH_ASR,
+ ner_alignment_wer=NER_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS,
+ ner_metrics_wer=NER_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+ ),
+ TagSpacyWerProcessingTask(
+ task_name='ajn_pos_wer_processing',
+ require_update=False,
+ gold_transcript_pos_property_name=GOLD_TRANSCRIPT_SPACY,
+ asr_pos_property_name=GOOGLE_SPACY,
+ pos_alignment_wer=TAG_SPACY_GOOGLE_ALIGNMENT_WER_EMBEDDINGS,
+ pos_metrics_wer=TAG_SPACY_GOOGLE_METRICS_WER_EMBEDDINGS
+ )
+ ],
+ experiment_repository=get_repository(),
+ relation_manager_provider=record_provider
+ )
+ experiment_processor.process()
+
+
+def example_run():
+ run_voicelab_experiment()
+
+
+if __name__ == '__main__':
+ example_run()
diff --git a/experiment_data/audio/.gitignore b/experiment_data/audio/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..8fc18106b87f9502c581195ed0cc36c321794afe
--- /dev/null
+++ b/experiment_data/audio/.gitignore
@@ -0,0 +1 @@
+/fleurs_audio
diff --git a/experiment_data/cached_asr/import_from_google_responses.py b/experiment_data/cached_asr/import_from_google_responses.py
new file mode 100644
index 0000000000000000000000000000000000000000..fe12c88672ce632d1c4c6625d3c73b8433f15ed8
--- /dev/null
+++ b/experiment_data/cached_asr/import_from_google_responses.py
@@ -0,0 +1,30 @@
+import json
+import os
+from dataclasses import asdict
+from pprint import pprint
+
+from sziszapangma.integration.service_core.asr.asr_result import AsrResult
+
+RESPONSE_DIR = 'google_asr_responses_cache/voicelab_google_asr'
+RESULT_DIR = 'experiment_data/cached_asr/voicelab_google_asr'
+
+if __name__ == '__main__':
+ for file_name in os.listdir(RESPONSE_DIR):
+ print(file_name)
+ d = json.load(open(f'{RESPONSE_DIR}/{file_name}', 'r'))
+ if 'results' in d:
+ all_text = ' '.join([result['alternatives'][0]['transcript'] for result in d['results']
+ if 'transcript' in result['alternatives'][0]])
+ all_words = []
+ for result in d['results']:
+ if 'transcript' in result['alternatives'][0]:
+ all_words.extend([it['word'] for it in result['alternatives'][0]['words']])
+ r = {
+ 'words_time_alignment': None,
+ 'transcription': all_words,
+ 'full_text': all_text
+ }
+ json.dump(r, open(f'{RESULT_DIR}/{file_name}', 'w'))
+ else:
+ print(d)
+ print('err')
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__F__2_2007-03-20_14_33_55__2_2007-03-20_14_33_55.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__F__2_2007-03-20_14_33_55__2_2007-03-20_14_33_55.json
new file mode 100644
index 0000000000000000000000000000000000000000..0fc1c15fdbbfbc68053d77717ca5b6c1154a573b
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__F__2_2007-03-20_14_33_55__2_2007-03-20_14_33_55.json
@@ -0,0 +1 @@
+{"full_text": "brcz moo pom\u00f3c dobrypros\u0119mam pytanie o autobus numer stotrzydzie\u015bci dw gdzie on ko\u0144czy sw\u00f3j bieg bo czy na huwie a druga p\u0119tlama\u0144ki wojdy na bia\u0142o r\u0119ce ma\u0144ki tost ma\u0144ki wojdy ma\u0144kiwojdy ttarg\u00f3wka ju\u017c nie idzie tk ajezni na targ\u00f3wku onie tpj\u0119ti na targ\u00f3wku to usz\u0119 od ponad trzech lat nie je\u017adzi mankiwjdy to jest gdzie pan m\u00f3wi to jest to jest bia\u0142o\u0119ka le jaka to jest ulicasama p\u0119ntla ma\u0144ki wojdy prosz\u0119 pani jest na ulicy ostruckiej dobre \u0119\u0119a potemmo\u017ce jescze pan by mi poda\u0142 przebieg\u0142 no nie wiem dok\u0105d doale sk\u0105d b\u0119dzie pan jecha\u0142a w kt\u00f3re miejsco mo\u017cby jabym jecha\u0142a z ulicy gdzie\u015b tpracuje napobli\u017cu \u0142okietka czy on gdzie\u015b tu przeje\u017cda niedaleko prosz\u0119 pani \u0142okietkantblisko to nie b\u0119dzie ie b\u0119dzie tmusia\u0142pani ttaj musia\u0142a pani urz\u0119du dzielnicy dojecha\u0107 w na targ\u00f3wku i tutaj b\u0119dzie no to troch\u0119 daleko mo\u017ce pan mi jeszcze powiedzie\u0107 sto czterdzie\u015bci pi\u0119\u0107 te\u017c tej p\u0119tlnie je\u017adzi targwek nie ju\u017c te\u017c nie je\u017adzi a jaki autobus tej p\u0119tli je\u017adzi czy wo \u017caden no w tej chwili prosz\u0119 pani lykwidowany s\u0105 takiego bezpo\u015bredniego po\u0142\u0105czeie na ma\u0144kiwojdy totz tz tego rejonu tonie ma a po\u0142\u0105czenie z \u017ceraniem naprzyk\u0142ad p\u0119ntly utobuze rofes tak to stant\u0105d sto trzydzie\u015bci dwa je\u017adzi o\u017clania ale tutaj w\u0142a\u015bnie \u017ceby todo tychma\u0144kiwaidy tk woieyam ma\u0144kiwojdy aden inny nie tam to jeszdcze opr\u00f3cz tego jeszcze sto trzydzie\u015bci cztery al talinia je\u017adi te\u017c \u017ceranie ale co co dwie godziny prawie le tu nie widz\u0119 dobre pnroszrdznos\u0142uszenia", "transcription": ["brcz", "moo", "pom\u00f3c", "dobrypros\u0119mam", "pytanie", "o", "autobus", "numer", "stotrzydzie\u015bci", "dw", "gdzie", "on", "ko\u0144czy", "sw\u00f3j", "bieg", "bo", "czy", "na", "huwie", "a", "druga", "p\u0119tlama\u0144ki", "wojdy", "na", "bia\u0142o", "r\u0119ce", "ma\u0144ki", "tost", "ma\u0144ki", "wojdy", "ma\u0144kiwojdy", "ttarg\u00f3wka", "ju\u017c", "nie", "idzie", "tk", "ajezni", "na", "targ\u00f3wku", "onie", "tpj\u0119ti", "na", "targ\u00f3wku", "to", "usz\u0119", "od", "ponad", "trzech", "lat", "nie", "je\u017adzi", "mankiwjdy", "to", "jest", "gdzie", "pan", "m\u00f3wi", "to", "jest", "to", "jest", "bia\u0142o\u0119ka", "le", "jaka", "to", "jest", "ulicasama", "p\u0119ntla", "ma\u0144ki", "wojdy", "prosz\u0119", "pani", "jest", "na", "ulicy", "ostruckiej", "dobre", "\u0119\u0119a", "potemmo\u017ce", "jescze", "pan", "by", "mi", "poda\u0142", "przebieg\u0142", "no", "nie", "wiem", "dok\u0105d", "doale", "sk\u0105d", "b\u0119dzie", "pan", "jecha\u0142a", "w", "kt\u00f3re", "miejsco", "mo\u017cby", "jabym", "jecha\u0142a", "z", "ulicy", "gdzie\u015b", "tpracuje", "napobli\u017cu", "\u0142okietka", "czy", "on", "gdzie\u015b", "tu", "przeje\u017cda", "niedaleko", "prosz\u0119", "pani", "\u0142okietkantblisko", "to", "nie", "b\u0119dzie", "ie", "b\u0119dzie", "tmusia\u0142pani", "ttaj", "musia\u0142a", "pani", "urz\u0119du", "dzielnicy", "dojecha\u0107", "w", "na", "targ\u00f3wku", "i", "tutaj", "b\u0119dzie", "no", "to", "troch\u0119", "daleko", "mo\u017ce", "pan", "mi", "jeszcze", "powiedzie\u0107", "sto", "czterdzie\u015bci", "pi\u0119\u0107", "te\u017c", "", "tej", "p\u0119tlnie", "je\u017adzi", "targwek", "nie", "ju\u017c", "te\u017c", "nie", "je\u017adzi", "a", "jaki", "autobus", "tej", "p\u0119tli", "je\u017adzi", "czy", "wo", "\u017caden", "no", "w", "tej", "chwili", "prosz\u0119", "pani", "lykwidowany", "s\u0105", "takiego", "bezpo\u015bredniego", "po\u0142\u0105czeie", "na", "ma\u0144kiwojdy", "totz", "tz", "tego", "rejonu", "tonie", "ma", "a", "po\u0142\u0105czenie", "z", "\u017ceraniem", "naprzyk\u0142ad", "p\u0119ntly", "utobuze", "rofes", "tak", "to", "stant\u0105d", "sto", "trzydzie\u015bci", "dwa", "je\u017adzi", "o\u017clania", "ale", "tutaj", "w\u0142a\u015bnie", "\u017ceby", "todo", "tychma\u0144kiwaidy", "tk", "woieyam", "ma\u0144kiwojdy", "aden", "inny", "nie", "tam", "to", "jeszdcze", "opr\u00f3cz", "tego", "jeszcze", "sto", "trzydzie\u015bci", "cztery", "al", "talinia", "je\u017adi", "te\u017c", "\u017ceranie", "ale", "co", "co", "dwie", "godziny", "prawie", "le", "tu", "nie", "widz\u0119", "dobre", "pnroszrdznos\u0142uszenia"], "words_time_alignment": [{"end_ms": 1260, "start_ms": 1240}, {"end_ms": 1300, "start_ms": 1280}, {"end_ms": 2080, "start_ms": 2060}, {"end_ms": 2100, "start_ms": 2080}, {"end_ms": 2140, "start_ms": 2120}, {"end_ms": 2160, "start_ms": 2140}, {"end_ms": 2180, "start_ms": 2160}, {"end_ms": 2260, "start_ms": 2240}, {"end_ms": 2280, "start_ms": 2260}, {"end_ms": 2320, "start_ms": 2300}, {"end_ms": 2360, "start_ms": 2340}, 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__F__2_2007-03-23_22_53_50__2_2007-03-23_22_53_50.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__F__2_2007-03-23_22_53_50__2_2007-03-23_22_53_50.json
new file mode 100644
index 0000000000000000000000000000000000000000..48c76fa732033eb1f7d4a6b1d5a073ec0c0c3345
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__F__2_2007-03-23_22_53_50__2_2007-03-23_22_53_50.json
@@ -0,0 +1 @@
+{"full_text": "dobry wiecz\u00f3 s\u0142uchamprawie czera do pana takie pytannie podmetra s\u0142u\u017cew na chynka czy jest jakie\u015b bezpo\u015bredni nocny toobawiam si\u0119 \u017ce pewnie przez centrum b\u0119dzie pochynka to wog\u00f3le niaw kt\u00f3re miejsce na chynk\u0119 prosz\u0119 penie chenka to jest tuta niewem grujeckaa chynkadok\u0142adnie s\u0142owicza ulica to jt jak na okacie si\u0119 jedzie rozumiem \u017ce pani si\u0119 chce dosta\u0107 na skrzy\u017cowanie chynka ze s\u0142owicz\u0105 tak dok\u0142adnie odrazu pani powiem \u017ce na odcwinku ulicy chynka od \u0142opusza\u0144skiej do post\u0119pu nie je\u017adzi \u017caden nocny mo\u017ce raz zorientuje si\u0119 gdzie jest to s\u0142owiczo ona jest bli\u017cej \u0142opusza\u0144skiej czy \u017cwirki wi g\u00f3ry w kt\u00f3rym to ryes\u015bmy j\u017cwirki wi g\u00f3ry bli\u017cej n po\u017cwirki wi g\u00f3ry to nocny je\u017adzi nwem czy pannito jest bli\u017cej otak bli\u017cej krakowskiej grujeckiej onotjet grujecka i tam jeszcze jakie\u015b jaki\u015b makdoneld stojnem kojto to nie no to nna ruk chynka i \u0142opuszacz chynka \u0142opusza\u0144skij i grujeckiej no to pani dojedzie zgadza si\u0119 ssze\u015b\u0107set pi\u0119\u0107 jad\u0105cy centralnego w kierunku ursusanie \u017awiadka ten sze\u015bset pi\u0119\u0107 dojedzie na ursu znie\u0107wiadek on przyje\u017ca tutaj przez to\u0142o grujecko tak tak konskrenca z grujeckiej by\u0142o opusza\u0144k\u0105 aa a powie pan naprzyk\u0142ad ze s\u0142u\u017cewa ale ze \u0142\u017cmetro s\u0142u\u017cydo centralnego tk nie do centralnego na hynk nnoodo centralnego prosz\u0119 pani musi panijecha\u0107 naoko\u0142o onie a jeszczemi pan wieo trampierwszymo\u017ce mo\u017ce sto osiemdziesi\u0105t dziewi\u0119\u0107 jeszcze b\u0119dzie tak o jak ona je\u017cda oty stoosimde\u0105 dziew\u0107 nie wiem musz\u0119 sprawdzi\u0107 dobrai od kt\u00f3rej zaczynaj\u0105 jezdzi\u0107 mo\u017ce z rana t sto osimdziesi\u0105dziewi\u0119dwudziesta trzecia trzyna\u015bcie i czterdzie\u015bci dwie ma pani jeszcze sto osiemdzisi\u0105t dziewi\u0119\u0107 z przystanku metro s\u0142u\u017cyw od kt\u00f3rej zaczynaj\u0105uje\u017adzi\u0107 z rana czarta czterdzie\u015bci trzy czdoraa tramwaio kt\u00f3rej zaczynaj\u0105 jedi\u0107 dziewi\u0105tk i dwdisa pi\u0105tk sk\u0105d dok\u0105d centrum na hynka pierwsza dziewi\u0105tka czwarta dziesi\u0119\u0107 nale\u017cy \u017ceby do niej dojecha\u0107 to trzeba jecha\u0107 nocny do dziewi\u0105tkinoa czym pani dojedzie czwar\u0105 z metra s\u0142u\u017caw nie tmytras\u0142\u017ca teraz\u017c my\u015bl\u0142a czym ednm mam du\u017co kombinacji ni pammita\u017ce jutro dzie\u0144 \u015bwi\u0105teczny moja urodzin\u0119 dwudziestka pi\u0105tka czwarta szesna\u015bcie piersze dobra dzikj\u0119 panurobrdzdobr dobranc", "transcription": ["dobry", "wiecz\u00f3", "s\u0142uchamprawie", "czera", "do", "pana", "takie", "pytannie", "", "podmetra", "s\u0142u\u017cew", "na", "chynka", "czy", "jest", 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new file mode 100644
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--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__1_2007-03-25_16_10_50__1_2007-03-25_16_10_50.json
@@ -0,0 +1 @@
+{"full_text": "zmog pom\u00f3ni pnprz\u0119pnchc\u0119 si\u0119 upewni\u0107 ccy na ulicy sparta\u0144sk\u0105 do szpitala to je\u017adzi stodziewi\u0119tna\u015bcie nie prosz\u0119 pan sto osiemna\u015bcie stoosemna\u015bcie sto osiemna\u015bcie b\u0105d sto dwadzie\u015bcia dwa doje\u017cd i sto dwadzie\u015bcia dwatak prosz\u0119 panaastoosemna\u015bcie cy on przeje\u017cda ko\u0142o odwodca ochota dworcaohota nie prosz\u0119 pana skr\u0119ca przycho\u0142bi\u0144skiego w hbinskiego gdybyszedwbordzo centralo poci\u0105giem z milan\u00f3wka o gdzie najepiej a parlaben rziyjecha\u0142 od milan\u00f3wka poci\u0105giem elektrycznym ale czywukatk\u0105 czy kolejami nazie du\u017c\u0105 kolej\u0105 du\u017co czto najwygodniej by by\u0142o wysi\u0105\u0107 na \u015br\u00f3dmie\u015bciu w\u015br\u00f3dmie\u015bcie ttak i tutaj wyj\u015b\u0107 na g\u00f3r\u0119 i naprzeciwko chotelu polonia jest przystanek dla sto osiemna\u015bcie nna marsakowskiej toznaczy przystnek samy jestz lokalizowany na walejach jerozolimskich w alejach jerozolimskich tak o on jedzie ociwko naprzeciwko hotelu polonia rozumim rozumiem sto osiemna\u015bcie i on doje\u017cda do pod sami instrytut reomatologii rozumiem a tam przystanek tam jest koniec znaczy ko\u0144czy ko\u0144czy przystanek dalej ale ma przystanek instytut reomatologii bardzoa sto dwadzie\u015bciadwa z nowego \u015bwiatka tak storwaserwa to musia\u0142by pan spowi\u015ble i troszeamto ja wiem tak dzi\u0119kuj\u0119 nr", "transcription": ["zmog", "pom\u00f3ni", "pnprz\u0119pnchc\u0119", "si\u0119", "upewni\u0107", "ccy", "na", "ulicy", "sparta\u0144sk\u0105", "do", "szpitala", "to", "je\u017adzi", "stodziewi\u0119tna\u015bcie", "nie", "prosz\u0119", "pan", "sto", "osiemna\u015bcie", "stoosemna\u015bcie", "sto", "osiemna\u015bcie", "b\u0105d", "sto", "dwadzie\u015bcia", "dwa", "doje\u017cd", "i", "sto", "dwadzie\u015bcia", "dwatak", "prosz\u0119", "panaastoosemna\u015bcie", "cy", "on", "przeje\u017cda", "", "ko\u0142o", "odwodca", "ochota", "dworcaohota", "nie", "prosz\u0119", "pana", "skr\u0119ca", "przycho\u0142bi\u0144skiego", "w", "hbinskiego", "gdybyszedwbordzo", "centralo", "poci\u0105giem", "z", "milan\u00f3wka", "o", "gdzie", "najepiej", "a", "parlaben", "rziyjecha\u0142", "od", "milan\u00f3wka", "poci\u0105giem", "elektrycznym", "ale", "czywukatk\u0105", "czy", "kolejami", "nazie", "du\u017c\u0105", "kolej\u0105", "du\u017co", "czto", "najwygodniej", "by", "by\u0142o", "wysi\u0105\u0107", "na", "\u015br\u00f3dmie\u015bciu", "w\u015br\u00f3dmie\u015bcie", "ttak", "i", "tutaj", "wyj\u015b\u0107", "na", "g\u00f3r\u0119", "i", "naprzeciwko", "chotelu", "polonia", "jest", "przystanek", "dla", "sto", "osiemna\u015bcie", "nna", "marsakowskiej", "toznaczy", "przystnek", "samy", "jestz", "lokalizowany", "na", "walejach", "jerozolimskich", "w", "alejach", "jerozolimskich", "tak", "o", "on", "jedzie", "ociwko", "naprzeciwko", "hotelu", "polonia", "rozumim", "rozumiem", "sto", "osiemna\u015bcie", "i", "on", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__1_2007-03-31_08_53_19__1_2007-03-31_08_53_19.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__1_2007-03-31_08_53_19__1_2007-03-31_08_53_19.json
new file mode 100644
index 0000000000000000000000000000000000000000..63f3b12403a2456885c6d4d14dba4bd3f6ded455
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__1_2007-03-31_08_53_19__1_2007-03-31_08_53_19.json
@@ -0,0 +1 @@
+{"full_text": "bdobry halotak s\u0142ucham rosz\u0119 pana jaki tramwej z ulicy nowowijskiej jedzie do p\u0119ntibanacha trzydzie\u015bci pi\u0119\u0107 cypi\u0119tnata trzydzie\u015bci pi\u0119\u0107 dop\u0119d na panowa tak rz", "transcription": ["bdobry", "halotak", "s\u0142ucham", "rosz\u0119", "pana", "jaki", "tramwej", "z", "ulicy", "nowowijskiej", "jedzie", "do", "p\u0119ntibanacha", "trzydzie\u015bci", "pi\u0119\u0107", "cypi\u0119tnata", "trzydzie\u015bci", "pi\u0119\u0107", "dop\u0119d", "na", "panowa", "tak", "rz"], "words_time_alignment": [{"end_ms": 840, "start_ms": 820}, {"end_ms": 1640, "start_ms": 1620}, {"end_ms": 1680, "start_ms": 1660}, {"end_ms": 1780, "start_ms": 1760}, {"end_ms": 1820, "start_ms": 1800}, {"end_ms": 1840, "start_ms": 1820}, {"end_ms": 1880, "start_ms": 1860}, {"end_ms": 1960, "start_ms": 1940}, {"end_ms": 2020, "start_ms": 2000}, {"end_ms": 2100, "start_ms": 2080}, {"end_ms": 2180, "start_ms": 2160}, {"end_ms": 2520, "start_ms": 2500}, {"end_ms": 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__1_2007-04-10_20_29_52__1_2007-04-10_20_29_52.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__1_2007-04-10_20_29_52__1_2007-04-10_20_29_52.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf4e96aa269ba9bd78c9c203e8f593c8a3282510
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__1_2007-04-10_20_29_52__1_2007-04-10_20_29_52.json
@@ -0,0 +1 @@
+{"full_text": "brg\u0119 przed chwil\u0105 z panem rozmawia\u0142em pan by\u0142 \u0142askaw mim t\u0142umaczy\u0107 jak dojecha\u0107 nadnad t\u0105 bro\u0144skiego gurczesk\u0105 prosz\u0119 pana jeszcze chcia\u0142em raz om\u00f3wi\u0107 t\u0119 tras\u0119 tego autobusu pi\u0119\u0107etedem tcon naprawdz\u0119 zaczyna jazd\u0119 sk\u0105d aczy on zaczyna z goc\u0142awia na bora komorowskiego nabora komorowskiego tak i on prosto jedzie bora komorowskiego potem sask\u0105 tutaj nadalej\u0105 stan\u00f3w zjednoczonych ask\u0105 nttki potem skr\u0119ca w lewona r\u0105do waszynktona od saskiej n\u0105dwah to tna kt\u00f3rej sulicytam francusk\u0105 i dopiero na r\u0105dowaninie w\u0142a\u015bnie on francusk\u0105 nie wyje\u017c\u017cy on prossaska dochodzi do alei waszinktona tak tak ttak i on w\u0142a\u015bnie z saskij w lewo sk\u0119canar\u0105do waszinktonu jak sto jedena\u015bcie arozumiem i potem prosto ale ja mi jedale ja mi ca\u0142y czas jedzie dalej prosz\u0119 mi \u0142askawy jeszcze powiedzie\u0107 jaka jest jego trasa prosz\u0119 panadalej to b\u0119dzie jecha\u0142 tak otm ale ja mi skr\u0119ci w miniplater taeminiplater dojedzie do \u015bwi\u0119tokrzyskiej k potem skr\u0119ciw lewo dor\u0105da oenzd takilej ju\u017c b\u0119dzi ujecha\u0142 ulic\u0105 prost\u0105 tk potm prosta przechodzi w kazprzakta tai doje\u017cdamy do prymasa tysi\u0105clecia ak tak rzeczywi\u015bcie to ju\u017ci potem w g\u00f3rczesk\u0105 tak dobrze dkj\u0119 uprzejmie roszrdidnia wdni", "transcription": ["brg\u0119", "przed", "chwil\u0105", "z", "panem", "rozmawia\u0142em", "pan", "by\u0142", "\u0142askaw", "mim", "t\u0142umaczy\u0107", "jak", "dojecha\u0107", "nadnad", "t\u0105", "bro\u0144skiego", "gurczesk\u0105", "prosz\u0119", "pana", "jeszcze", "chcia\u0142em", "raz", "om\u00f3wi\u0107", "t\u0119", "tras\u0119", "tego", "autobusu", "pi\u0119\u0107etedem", "tcon", "naprawdz\u0119", "zaczyna", "jazd\u0119", "sk\u0105d", "aczy", "on", "zaczyna", "z", "goc\u0142awia", "na", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__2_2007-03-18_11_05_45__2_2007-03-18_11_05_45.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__2_2007-03-18_11_05_45__2_2007-03-18_11_05_45.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c690adbda283fadf0c15e893ca23ef795c7fcf6
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__DOBRAJAKOSC__M__2_2007-03-18_11_05_45__2_2007-03-18_11_05_45.json
@@ -0,0 +1 @@
+{"full_text": "obrrpr\u0119ypaczy autobs sto cztery idzie zbrudna w kierunku niepor\u0119tu czyon do gedi dochodzi nie obochodowej nie teraz jest inna trasa on je\u017adzi z\u017cerania tylko do brzezin do je\u017cda do bia\u0142oueny ale brudna mamy jaki\u015b autobus pod gie\u0142d\u0119 trzysta dwadzie\u015bcia sze\u015b\u0107 ale to tylko w dni robocze a tak to musi pan siedeset pi\u0119\u0107 od \u017cerania ozumiem niema inn innego w tym momencie nie ma", "transcription": ["obrrpr\u0119ypaczy", "autobs", "sto", "cztery", "idzie", "zbrudna", "w", "kierunku", "niepor\u0119tu", "czyon", "do", "gedi", "dochodzi", "nie", "obochodowej", "nie", "teraz", "jest", "inna", "trasa", "on", "je\u017adzi", "z\u017cerania", "tylko", "do", "brzezin", "do", "je\u017cda", "do", "bia\u0142oueny", "ale", "brudna", "mamy", "jaki\u015b", "autobus", "pod", "gie\u0142d\u0119", "trzysta", "dwadzie\u015bcia", "sze\u015b\u0107", "ale", "to", "tylko", "w", "dni", "robocze", "a", "tak", "to", "musi", "pan", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__KIEPSKAJAKOSC__M__2_2007-03-23_19_45_17__2_2007-03-23_19_45_17.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__KIEPSKAJAKOSC__M__2_2007-03-23_19_45_17__2_2007-03-23_19_45_17.json
new file mode 100644
index 0000000000000000000000000000000000000000..3196a353b5dbface4b96c58ee6768e22eb42e0b9
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__CZYJEDZIEPRZEZ__KIEPSKAJAKOSC__M__2_2007-03-23_19_45_17__2_2007-03-23_19_45_17.json
@@ -0,0 +1 @@
+{"full_text": "suchmdobroai chcia\u0142emszdowiedzi\u0107 o tutaj ma takiproblem nautkini pom\u00f3c czterysta sede kt\u00f3ryi asarurtan trzydzie\u015bci dziewi\u0119\u0107 poaroie\u017cnie narozpisy oznoczonygon znie zier\u017cd\u017ca to dajeny to jedziyny od man\u0105 czasu ju\u017cpatrzymy ze skarbka z g\u00f3r tak czrysta sedek onjetam dziewi\u0119tnasta zydzie\u015bci siededziewi\u0119tnast nie diwi\u0119tnasta trzydzie\u015bci try to jest jazdowy kurs ost tylko do przystanku ma\u0142ej brzozy diwi\u0119tnast trzydzi\u015bci try a w niej teraz mam tylko zjazdowe kursy dwadziesta zeroi trzydie\u015bci trzy ju\u017c s\u0105 tylko zjazdowe prosz\u0119 pana tylko do przystanku ma\u0142ej brzoy ootam w\u0142a\u015bnie ane p\u0142nnaro niema tego licika przyprzecenia rzy dziewi\u0119tnastej trzydi\u015bcitry dziewitna\u015bcie trzydzi\u015bci ydobrze ja zg\u0142oszrosz\u0119 anaob", "transcription": ["suchmdobroai", "chcia\u0142emszdowiedzi\u0107", "o", "tutaj", "ma", "takiproblem", 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index 0000000000000000000000000000000000000000..72e519f1756f4fa7ae411d46a546fc58b61fc1ab
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__1_2007-03-18_12_05_14__1_2007-03-18_12_05_14.json
@@ -0,0 +1 @@
+{"full_text": "cz mog\u0119 pom\u00f3brpjamam tak\u0105 spraw\u0119 chcia\u0142abym wiedzie\u0107 jakimi tramwejami mog\u0119 si\u0119 dosta\u0107 z dwordworrzedtawion na ulic\u0119 sask\u0105 na sask\u0105 to znaczy tramwo to po ni tam nie dojedzie chyba \u017ce panie chcia\u0142a dotaj saska rug waszinktona dojecha\u0107 nie wiem ja potrzebuj\u0119 si\u0119 dosta\u0107 do punktu krwiodastwa winsaskiej wi\u0119c to tak to tramaem tam nie dojedzie natomiast tutaj z przystanku ale ja zieleniecka niedaleko w\u0142a\u015bnie teatru powszechnego jest autobus pi\u0119\u0107setdziewi\u0119\u0107 iewi\u0107k ti pi\u0119\u0107se\u0107 dziewi\u0105tk\u0105 jedziemy w kierunku ronda waszinktona i on b\u0119dzie w\u0142a\u015bnie stawa\u0142 przy staci kwiodarstwi zreszt\u0105 przystanek tak samo si\u0119 nazywa a teraz jeszcze mi pan powie p\u00f3\u017aniej z tej saskiej ulicy jak u\u017c b\u0119d\u0119 na lic\u0119 p\u0142ok\u0105 na p\u0142ock\u0105 tkprosz\u0119 panio to te\u017c b\u0119dzie bezpo\u015brednio b\u0119dzie to linia sto pi\u0119\u0107dzisi\u0105t jedn utobus tak ubus sto pi\u0119\u0107dziesi\u0105 jeden on b\u0119dzie tutaj z ulicy zwyci\u0119zc\u00f3w dok\u0142adnie szwktk tak przystanek b\u0119dzie dok\u0142adnie na saski tutaj i zaraz potem on skr\u0119ciw zwyci\u0119zc\u00f3w i to b\u0119dzie linia sto pidsi\u0105tjeden ab\u0119dzi jecha\u0142a wog\u00f3le ulic\u0105 p\u0142ock\u0105 dorpnu roz\u0119dd widzenia", "transcription": ["cz", "mog\u0119", "pom\u00f3brpjamam", "tak\u0105", "spraw\u0119", "chcia\u0142abym", "wiedzie\u0107", "jakimi", "tramwejami", "mog\u0119", "si\u0119", "dosta\u0107", "z", "dwordworrzedtawion", "na", "ulic\u0119", "sask\u0105", "na", "sask\u0105", "to", "znaczy", "tramwo", "to", "po", "ni", "tam", "nie", "dojedzie", "chyba", "\u017ce", "panie", "chcia\u0142a", "dotaj", "saska", "rug", "waszinktona", "dojecha\u0107", "nie", "wiem", "ja", "potrzebuj\u0119", "si\u0119", "dosta\u0107", "do", "punktu", "krwiodastwa", "winsaskiej", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__1_2007-03-23_15_41_43__1_2007-03-23_15_41_43.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__1_2007-03-23_15_41_43__1_2007-03-23_15_41_43.json
new file mode 100644
index 0000000000000000000000000000000000000000..e36480cd18511fb02ab0ffc2ada945a295f66f7b
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__1_2007-03-23_15_41_43__1_2007-03-23_15_41_43.json
@@ -0,0 +1 @@
+{"full_text": "dobre y chcia\u0142abym po\u0142\u0105czenia mog\u0119 si\u0119 dowiedie\u0107 jest sytuacja taka jestem przerz\u00f3\u0142kiewkiegotutaj przy grochosie potrzebuje si\u0119 dosta\u0107 przez mos si\u0119 kirkoski najlepiej ale potrzebje na ulic zaciszn\u0105 a to jest pr\u015bwi\u0119tego bonifacego albo boniacego bo nie mog\u0142am si\u0119 doczyta\u0107 zacisznazacisny tam napewno nie ma przystanku tojt niedalekosadyboznpowsi\u0144sk\u0105 jedzie si\u0119 blisko tego sadybabtmoln tylootrzebuj teraz tak od sto czterdzisto trzygdziewsi\u0105 \u017ceby przyci\u0105\u0107 powsi\u0144sk\u0105 i pojecha\u0107 w kierunku wilnowa sto czterdzie\u015bci trzy no to przystanek ale ja witoatak jak zus na czerniakowkiej tk i tam trzeba przesi\u0105\u015b\u0107 si\u0119 na tolinia sto osiemdzisi\u0105t pi\u0119\u0107 k sto trzydzie\u015bci jeden asto osiemdziesi\u0105 siedem sto osiemdziesi\u0105t i to wszystko leci w t\u0105 sam\u0105 stronprosto powsi\u0144sk\u0105 jad\u0105 w kierunku w\u0142a\u015bnie tam na sady bdobze trazzy mog\u0142bypan sprawdzi\u0107 mi stoczterdzieci trzyo kt\u00f3rej tak najwi\u0119cej w granica godziny sdeszesnastej czterdzie\u015bci pi\u0119a wsiada\u0142aby pani wtedy na przystank\u0119 dzieskiego ale on nie ma przstanku \u017cu\u0142kieskiego gdzie on ma wtej chwili on wog\u00f3le nie jedzie grochowsk\u0105 on jedzieoidzietam dalej ostrobramsk\u0105 tak tk tak adobze czylistrobramska ru po\u0142czy\u0144sa p\u0142owiecka r\u00f3gp\u0142oieka czyli przystnek p\u0142owiecka enna ostrobramskiej ju\u017c to mia\u0142o by\u0107 po kt\u00f3rej po siedemnastej tak nnszesnata czterdzie\u015bci pi\u0119haszsn\u0105czenia po prostu z\u0142aszesnasta czterdzie\u015bci jeden kolejny jest pi\u0119dsi\u0105t sze\u015b\u0107 dobrze ojt to czterdzie\u015bci sze\u015b\u0107 pi\u0119\u0107ds\u0105sto czterdzie\u015bci trzy obrze dtoczterdzie\u015bci try ta wysiadam na witoa jakbym z\u0142apa\u0142a po\u0142\u0105czenie to na kt\u00f3r\u0105 jesazarazzobaczy ilon b\u0119dzieh w\u0142\u015bnie do przystanku ale ja witosa dwadzie\u015bciamnut oitamt\u0105d cztery autobusy to napewno araz co\u015b b\u0119dzie linia soemditen jezi co dwana\u015bcie minut jest siedemnasta zero jeden tryna\u015bcie otot przystank\u00f3w nijwi\u0119cej do tego bestmola taipami\u0119tam irosz\u017ce paniicem tego osi\u0119wi\u0119ce tego do\u015bwi\u0119tego b\u0142onifacego tak musi pani pwysi\u0105\u0107 na przystanku goraszewska jakby pani wsiad\u0142a w stoosiemdziesi\u0105t to jest raz dwa trzy przystanki i dla tych innych zraz sprawdz\u0119 chyba tyle samo b\u0119dziew momencie w przypadku linii sto osimdzisi\u0105t sedem i sto osiemdziesi\u0105t pi\u0119\u0107 to musii pani wysi\u0105\u015b\u0107 albo przystanek limanowskiego albo klarysewska omja pisz\u0119 limanowkiolub klarysewska od jednego do przodu o drugij ocofn\u0105\u0107 si\u0119 klaryseka ile to minu najwi\u0119cej prosz\u0119 pani to jest dwa trzy przystanki czyli do do pi\u0119ciu minut maksymallnie obrze dprosz\u0119dwidenia", "transcription": ["dobre", "y", "chcia\u0142abym", "po\u0142\u0105czenia", "mog\u0119", "si\u0119", "dowiedie\u0107", "jest", "sytuacja", "taka", "jestem", "przerz\u00f3\u0142kiewkiegotutaj", "przy", "grochosie", "", "potrzebuje", "si\u0119", "dosta\u0107", "przez", "mos", "si\u0119", "kirkoski", "najlepiej", "ale", "potrzebje", "na", "ulic", "zaciszn\u0105", "a", "to", "jest", "pr\u015bwi\u0119tego", "bonifacego", "albo", "boniacego", "bo", "nie", "mog\u0142am", "si\u0119", "doczyta\u0107", "zacisznazacisny", "tam", "napewno", "nie", "ma", "przystanku", "tojt", "niedalekosadyboznpowsi\u0144sk\u0105", "jedzie", "si\u0119", "blisko", "tego", "sadybabtmoln", "tylootrzebuj", "teraz", "tak", "od", "sto", "czterdzisto", "trzygdziewsi\u0105", "\u017ceby", "przyci\u0105\u0107", "powsi\u0144sk\u0105", "i", "pojecha\u0107", "w", "kierunku", "wilnowa", "sto", "czterdzie\u015bci", "trzy", "no", "to", "przystanek", "ale", "ja", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__1_2007-03-26_15_46_27__1_2007-03-26_15_46_27.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__1_2007-03-26_15_46_27__1_2007-03-26_15_46_27.json
new file mode 100644
index 0000000000000000000000000000000000000000..0655f1947e83ca65d459ee42299d630aa9100c13
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__1_2007-03-26_15_46_27__1_2007-03-26_15_46_27.json
@@ -0,0 +1 @@
+{"full_text": "roczmdo pom\u00f3c doreproz\u0119 pna chca\u0142emsi\u0119 zapyta\u0107 ja udajecha\u0107 zraszyna na ursyn\u00f3h na ulicy pawlaczyka o to musc zocmusz\u0119 zobaczy\u0107 gdzie jest ta ulica daczy to jest dzi\u015b ona przecina niewiem roo\u0142a janaroo\u0142a co\u015b takiego a musz\u0119 to sprawdzi\u0107 prosz\u0119 piwiem \u017ce tutaj jaki\u015b autobus siedemset pi\u0119tna\u015bcie je\u015bli zraszyna nna ursyn\u00f3w o nie wiem czy on dzi\u015b tam blisko tej ulicy czy nie blisko to to nie jest prosz\u0119 pani ale je\u017celi chodzi o siedemset pi\u0119\u0107 t jabym pani tutaj doradzi\u0142 tak jakby pani wysiad\u0142a na przystanku tego sidemset pi b\u0119dzie jedna przesiadka bo to jsod siedmset pi\u0119\u0107 jeszcze jaki\u015b nono \u0142adny kawa\u0142ek drogi najwygodniej by\u0142oby prosz\u0119 pani b\u0119dzie pani seset pi\u0119tna\u015bcie cha\u0142a si\u0119 przesi\u0105\u015b\u0107 na przystanku z centrum ankologii musia\u0142a pani sto dziewi\u0119\u0107dziesi\u0105t pi\u0119\u0107 si\u0105\u015b\u0107 jad\u0105cy w kierunku na natolin p\u00f3\u0142nocny tam ta linia ko\u0144czy i odp\u0119tni musia\u0142aby pani doj\u015b\u0107 to jest w blokach jako\u015b to trudno mi rozszyfrowa\u0107 jaki\u015b tj jaki\u015b sens w tych blokach ten umerysy niepokolei zupe\u0142nie am sobiale to ju\u017c do doj\u015bcia b\u0119dzie dwie\u015bcie metr\u00f3w wtedy stodziew\u0119dzisi\u0105tosto dziwi\u0119\u0107zisi\u0105tpi\u0119\u0107 do ko\u0144ca o natolina p\u00f3\u0142nocnego dobrze dobrze drosz\u0119drz", "transcription": ["roczmdo", "pom\u00f3c", "doreproz\u0119", "pna", "chca\u0142emsi\u0119", "zapyta\u0107", "ja", "udajecha\u0107", "zraszyna", "na", "ursyn\u00f3h", "na", "ulicy", "pawlaczyka", "o", "to", "musc", "zocmusz\u0119", "zobaczy\u0107", "gdzie", "jest", "ta", "ulica", "daczy", "to", "jest", "dzi\u015b", "ona", "przecina", "niewiem", "roo\u0142a", "janaroo\u0142a", "co\u015b", "takiego", "a", "musz\u0119", "to", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__2_2007-03-23_09_36_59__2_2007-03-23_09_36_59.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__2_2007-03-23_09_36_59__2_2007-03-23_09_36_59.json
new file mode 100644
index 0000000000000000000000000000000000000000..079b72dda83a01b6542378f51e400eb7a0972357
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__2_2007-03-23_09_36_59__2_2007-03-23_09_36_59.json
@@ -0,0 +1 @@
+{"full_text": "z mog\u0119 pom\u00f3cja chcia\u0142am si\u0119 zapyta\u0107 interesuj mie dojczyr\u00f3wnie\u017c pan mo\u017ce im powiedze\u0107 ak mam dojecha\u0107 na przyk\u0142ad w danym miejsckinteresuje mi dojazd do biblioteki uniwerytetu warszewskiego stodiw\u0107iesi\u0105tdwa b\u0119d\u0119 sobie jecha\u0142a do \u015bwi\u0119tokrzystkiej i potem chcia\u0142m zapyta\u0107 w jaki atobuz nale\u017cys\u0119 przesi\u0105\u015b\u0107 \u017ceby zyjecha\u0107 w do\u0142u i dojecha\u0107 ddo biblioteki aby by\u0142 wsp\u00f3lny z ostdziewiesi\u0105dwa jakie\u015b kt\u00f3ry zjedzie dow\u0142a\u015bnie pod bibliotek\u0119 uniwesteoczywi\u015bcie prosz\u0119 paninajwygodniej b\u0119dzie si\u0119 przeysi\u0105\u0107 przmetro \u015bwi\u0119tokrzyska bo tam jest wsp\u00f3lny przystanek i ma pani autobusy sto pi\u0119\u0107dziesi\u0105t oraz pi\u0119\u0107set sze\u015b\u0107 do przystanku bibliotb\u00f3w czczp\u0119\u0107dzisipi\u0119\u0107tze\u0107ak obrze o wnia\u0142uszene", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__2_2007-03-26_10_31_29__2_2007-03-26_10_31_29.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__2_2007-03-26_10_31_29__2_2007-03-26_10_31_29.json
new file mode 100644
index 0000000000000000000000000000000000000000..9024dd5e3a823d573e371aa8739b77335e11f152
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__F__2_2007-03-26_10_31_29__2_2007-03-26_10_31_29.json
@@ -0,0 +1 @@
+{"full_text": "bobrjak si\u0119 dota\u0107 z ochoty na ksi\u0119\u017cc\u0105 jakim \u015brodkiem lokomocji z ochoty na ksi\u0105\u017c\u0119c\u0105 tk oa z kt\u00f3rego miejsca z ochoty by pani jecha\u0142a tta oohotelu sabiski z tego miejsca do szpitala konkretnie na ksi\u0119\u017c\u0119c\u0105 pani chodzi do tego szpitla orwoskiego tak na ksi\u017c\u0119c\u0105 tak czodi na sam\u0105 ksi\u0105\u017c\u0119c\u0105 zod chwotelu sobieckiego nic nie ma centralnego ma pani sto osiemna\u015bcie lsto osemna\u015bcie ii idze ya ksi\u0119\u017c\u0119c\u0105 on jezi o ksi\u0105\u017c\u0119ncu albo jak pani podjedzie do centrum to jest jeszcze sto sidemdziesit jedn ile sto iedemdzisi\u0105t jeden tutaj s\u0105oosiemna\u015bcia tam so siedisi\u0105t jeden ttak prosz", "transcription": ["bobrjak", "si\u0119", "dota\u0107", "z", "ochoty", "na", "ksi\u0119\u017cc\u0105", "jakim", "\u015brodkiem", "lokomocji", "z", "ochoty", "na", "ksi\u0105\u017c\u0119c\u0105", "tk", "oa", "z", "kt\u00f3rego", 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+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__1_2007-03-14_12_54_46__1_2007-03-14_12_54_46.json
@@ -0,0 +1 @@
+{"full_text": "brrprospowidzi\u0107ze sz\u00f3dmie\u015bcia i i sktk\u0105d wjiedz\u0119 tak tranwaj kt\u00f3ry jedzie albo lic\u0119 nie rzeoitaty ale jzielonick\u0105 alja musz\u0119 dojecha\u0107 do teatru powszechnego tam na prac\u0119 to zalei jerozolimskich jest siedmka semka dwadzie\u015bcia pi\u0119\u0107 i czterdzie\u015bci try aa i on sk\u0119caj\u0105 zialeniewszystkie tak zl\u0105d\u0119 w aszynktona sedem osem diewi\u0119\u0107siedem osiem dwadzie\u015bcia pi\u0119\u0107 sedem sie dwedisdemm dwadzie\u015bciap\u0119 cztrdzi\u015bci try czterdzi\u015bci try a z placu bankowego jesczy co\u015b czyniz placu bankowego przez trasy wuzet dwadzie\u015bcia sze\u015b\u0107 ale przez trasy wzale skr\u0119ca potem w towaru ju\u017c targow\u0105 czy nie wtargow\u0105 skr\u0119c tak scosrzni", "transcription": ["brrprospowidzi\u0107ze", "sz\u00f3dmie\u015bcia", "i", "i", "sktk\u0105d", "wjiedz\u0119", "tak", "tranwaj", "kt\u00f3ry", "jedzie", "albo", "lic\u0119", "nie", "rzeoitaty", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__1_2007-03-16_20_24_06__1_2007-03-16_20_24_06.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__1_2007-03-16_20_24_06__1_2007-03-16_20_24_06.json
new file mode 100644
index 0000000000000000000000000000000000000000..08f2769042f0ddcd2ef7b64c705b1282c5c9e816
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__1_2007-03-16_20_24_06__1_2007-03-16_20_24_06.json
@@ -0,0 +1 @@
+{"full_text": "uch dobry wiecz\u00f3r prosz\u0119 pana chcia\u0142bym ustalijak pjak w przystanku praga po\u0142udnie radusz mog\u0119 dojecha\u0107 na przystanek wiertnicza na dwadiestpi\u0119sz\u0105 trzydzie\u015biprosz\u0119 chwila czka zaczeka\u0107 dobrze ly chcia\u0142em by\u0107 prosz\u0119 pana najszybciej usemk\u0119 do przystanku muzeum narodow i stamt\u0105d autobusem sto osiemdziesi\u0105t ju\u017c bezpo\u015brednio dowietniczej dobre ale chciajakie\u015b godziny mo\u017ce od pana uzyska\u0107 odjazd\u00f3w ae jaczej te maj\u0105 by\u0107 godziny powidzia\u0142am panu \u017cawdziet piei\u0105t trzydzie\u015bci chcia\u0142bym dojecha\u0107 nawiertnicz\u0105 usemka dwudziesta trzydzie\u015bci sze\u015b\u0107 sto osiemdziesi\u0105t przystanku foksl ot treba przej\u015b\u0107 na przystanek na nowym \u015bwiecie jasny dwudziesta pi\u0119sa try dwdziesta pisza trzy obrczyl dwudziesta trzydzie\u015bci sze\u015b\u0107 ktora jet godzina wtej chwili dwudziesta dwadzie\u015bcia 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__1_2007-03-17_09_56_13__1_2007-03-17_09_56_13.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__1_2007-03-17_09_56_13__1_2007-03-17_09_56_13.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3edb48c2c8973d6fc4a63497cba789d38f26350
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__1_2007-03-17_09_56_13__1_2007-03-17_09_56_13.json
@@ -0,0 +1 @@
+{"full_text": "mog\u0119 pom\u00f3brpn to bezprzerwy pracuje kiedy zwoli do pana stanowisku ta wychodzi ale to dobrze bo pan najlepiej informuje tam jest taka dziewcyna jaka e\u015be ona tam jest gorsza o wiele chcia\u0142abym si\u0119 pana zapyta\u0107 jak si\u0119 dostan\u0119 na tarhomi z marsza\u0142kowskiej z przystanku tego domu centr\u00f3w dom\u00f3w centrum tkana tarhomi wkt\u00f3re miejsce na mechofera nomhofera tk czy jabym chcia\u0142 pojecha\u0107 je\u015bliby si\u0119 da\u0142o t\u0105ntras\u0105co dawniej chodzi\u0142o o pi\u0119\u0107et osiemna\u015bcie rozumiem prosz\u0119 pana to z przystanku fok ale by\u0142by autobus pi\u0119\u0107s trzy ale nale on stje nale ja nie m\u00f3wi\u0119 nowego \u015bwiatu tylko z marsza\u0142kowskiej ytutaj z marsza\u0142kowskij bezpo\u015brednio nie b\u0119dzie to musia\u0142by pan na przyk\u0142ad metrem do plac\u00f3w wilsona dojecha\u0107 i z plac\u00f3w wilsona jest autobus pi\u0119\u0107set osiem i to takie po\u0142\u0105czenie ewentualt pi\u0119\u0107et osiem dochodzi tak jak te pi\u0119\u0107et osiemna\u015bcie tak on do nowo dwor\u00f3w dochodzi dok\u0142adnie ado nowo dworu tak atego pi\u0119\u0107stosiem tutaj nigdzie nie ma ni nie pi\u0119\u0107setosiem dopiero z plac\u00f3 wilsona jest czyli czyli jest taka sytuacja o\u017ce trzeba si\u0119 wr\u00f3ci\u0107 incjatywy na foksano niestety tk \u00f3w o kt\u00f3rej godzinie mam autobu naczy teraz to by\u0142aby linia pi\u0119\u0107set trzy bo onojet po\u0142\u0105czona z pi\u0119\u0107et osiemna\u015bcie ju\u017c sprawdzam i teraz najbli\u017csze nie no mo\u017ce jakie\u015b p\u00f3\u0142 godziny dobrze prosz\u0119 pana b\u0119dzie tak dziesi\u0105t dwadi\u015bcia dziewi\u0119\u0107 dzisi\u0105ta dwadie\u015bciadziewi\u0119potm cztrdzi\u015bcidziewi\u0119\u0107 jedens diewi\u0119\u0107 bowystaczy mi proszdzdidnia", "transcription": ["mog\u0119", "pom\u00f3brpn", "to", "bezprzerwy", "pracuje", "kiedy", "zwoli", "do", "pana", "stanowisku", "ta", "wychodzi", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__2_2007-03-26_07_29_30__2_2007-03-26_07_29_30.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__2_2007-03-26_07_29_30__2_2007-03-26_07_29_30.json
new file mode 100644
index 0000000000000000000000000000000000000000..419d47dd71052542d47eca427a864c4f6569659a
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__2_2007-03-26_07_29_30__2_2007-03-26_07_29_30.json
@@ -0,0 +1 @@
+{"full_text": "dobrdzidobreczyja si\u0119 dodwodi\u0142em docentralido warszawy do zarz\u0105du transportu miejskiego do komunikacji miejskiej szchcia\u0142em si\u0119 dowiedzie\u0107 mo\u017ce pan mi doradzi jak z wile\u0144skiego ta dojecha\u0107 na ulice podskarbi\u0144sk\u0105 do zusu tam naczy z pod wile\u0144skiego pod tamzy ustniejemy ale mo\u017cna tramwajem dojecha\u0107 razonopatylko \u017ce \u017cebyz wile\u0144skiego no no tak tylko pan oczeka zobaczy do kt\u00f3rego przystanku dobrtrzebaby tramwajami numer trzy sze\u015b\u0107 k dwadzie\u015bcia jeden dwadzie\u015bcia sze\u015b\u0107 dojecha\u0107 do przystanku mi\u0119dzyborska mi\u0119dzmi\u0119dzyborska borukati w lewow pod skarbi\u0144sk\u0105 wej\u015b\u0107 notrzebaby doj\u015b\u0107 poprostaa rozumie towysi\u0105\u015b\u0107 na tym przystanku tatak rozumie dobrze dzi\u0119kuj\u0119 rosz\u0119znia wdania", "transcription": ["dobrdzidobreczyja", "si\u0119", "dodwodi\u0142em", "docentralido", "warszawy", "do", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__2_2007-03-27_11_22_31__2_2007-03-27_11_22_31.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__2_2007-03-27_11_22_31__2_2007-03-27_11_22_31.json
new file mode 100644
index 0000000000000000000000000000000000000000..beb7d727f4c1c996846953860cde97bef706ddcc
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__2_2007-03-27_11_22_31__2_2007-03-27_11_22_31.json
@@ -0,0 +1 @@
+{"full_text": "dobmam taki problem potrzebuj w warszawie dosta\u0107 si\u0119 na ulicy ogust\u00f3wka jak to zrobi\u0107 a sk\u0105d bajmy na to niewiem wilanowska tutaj od metra wilanoska no tosto osiem ma pan on wje\u017cd\u017ca w augustwk\u0119ch dobra wie pan co atak jeszcze tak najbardziej to mie interesuje holera lganiewem czy wogle cokolwiek tam jedzi regiony kobyl\u0144skiej korzennej te sprawy spiralna akileczeiedzi do ko\u0144ca agust\u00f3wki czy on jedzieaugustwk\u0105 a\u017c zaraz sprawdz\u0119 august\u00f3wk\u0105 a\u017c a\u017c do antoniewskiej ha czyli tutaj p\u00f3\u017aniej w lewo skr\u0119ca\u0142em toniewskiem a w tutaj spraw\u0105 w t\u0105 stron\u0119 strony wis\u0142yj korzenn spiralna tam ktoco\u015b wog\u00f3le si\u0119 porusza czy ju\u017c nielbzaraz zobaczy bo tam je\u017cd\u017c\u0105 zaprawd\u0119 dwie linie w t\u0119 stron\u0119 ale rrozpod\u0105 panu jakimi ulicami tylko \u017ce nie b\u0119d\u0105 wtedy z wilanowskiej a jest linia stoszejdisi\u0105ttrzy od sadyby on wje\u017cd\u017ca w august\u00f3wk\u0119 i za august\u00f3wk\u0119 w zawodzi\u0105 kobyla\u0144sk\u0105 przedz piralnej ma przystanek to chyba je\u015bli chodzi o to to mo\u017ce toby pan upasowa\u0142 ale to przy sadybieby pan si\u0119 przesiad\u0142 wtedy dyba tak sto sze\u017adziesi\u0105ttry tak w sto szedisi\u0105t trzy dobra ni pan i powietzy ma pan wgl\u0105d wog\u00f3le sto szedsi\u0105t rzy pierwszy autobusu kt\u00f3rej jest aoadyby pierwsz cw dzie\u0144 powrzedni czwarta trzydie\u015bci sze\u015b\u0107 doniech pan powied tak na sadyby jak si\u0119 mo\u017cna do sta\u0107 tam ie wiem djmy na to nalepieby mi pasowa\u0142 holera sp\u0142awskiej tutaj wysoko\u015b\u0107p iasyczna aledotrzeba b\u0142odo wlanowskiej dojecha\u0107 i z wilanoskiej tak no ale to z wilanowskiej wtedy sto osiem jednia zarzobaczy kt\u00f3rejest sto osiem pierszy czwarta pi\u0119\u0107dziesi\u0105t jest pierwsza dopiero on dosadybyjedzie jedena\u015bcie minut ak oko\u0142o jedenastu kolejny jest pi\u0119ta jeden z ten sto szedzesi\u0105ttrzy dobrah czyli tak trzeba by\u0142odojecha\u0107 d wilnowskiej z wilanowskiej sto osim do sadyby i sadyby sto szedsi\u0105ttrzy tak albo ju\u017c na august\u00f3wce mo\u017cna si\u0119 przesi\u0105\u0107 jak wiedzieatykowa\u0142 august\u00f3wk\u0119 tk otoeo dobraobrpi\u0119ne roszdzim i\u0119do widzenia", "transcription": ["dobmam", "taki", "problem", "potrzebuj", "w", "warszawie", "dosta\u0107", "si\u0119", "na", "ulicy", "ogust\u00f3wka", "jak", "to", "zrobi\u0107", "a", "sk\u0105d", "bajmy", "na", "to", "niewiem", "wilanowska", "tutaj", "od", "metra", "wilanoska", "no", "tosto", "osiem", "ma", "pan", "on", "wje\u017cd\u017ca", "w", "augustwk\u0119ch", "dobra", "wie", "pan", "co", "atak", "jeszcze", "tak", "najbardziej", "to", "mie", "interesuje", "holera", "lganiewem", "czy", "wogle", "cokolwiek", "tam", "jedzi", "regiony", "kobyl\u0144skiej", "korzennej", "te", "sprawy", "spiralna", "akileczeiedzi", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__2_2007-03-27_12_55_04__2_2007-03-27_12_55_04.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__2_2007-03-27_12_55_04__2_2007-03-27_12_55_04.json
new file mode 100644
index 0000000000000000000000000000000000000000..aba8a19480cedb6de95d5e488dd8fbaecbd1355e
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__DOBRAJAKOSC__M__2_2007-03-27_12_55_04__2_2007-03-27_12_55_04.json
@@ -0,0 +1 @@
+{"full_text": "obrdzidobry ja chcia\u0142ym dojecha\u0107 w placu trzech krzy\u017cy na ulice flory ulica flory pan poczeka sprwomenciflorydziewi\u0119\u0107 obrzmam rosz\u0119 pana dwie ulice flory jedna jest weso\u0142a druga w \u015br\u00f3dmie\u015bciu ninie w \u015br\u00f3dmie\u015br\u00f3dmi\u015bciu tak a pan b\u0119dzie jecha\u0142i przepraszam jeszcze raz sk\u0105d placu trzech a z placu trzech krzy\u017cy prosz\u0119 pana to najlepiej chyba by\u0142oby dla pana wsi\u0105\u0107 w linie sto dwadzie\u015bcia dwa z kt\u00f3rego miejsca to jest plac trzech krzy\u017cy wujazdowskich tak jakby pan jecha\u0142 w kierunku wilanowa ai teraz sprawd\u0119 do kt\u00f3rego przystanku dojedzie pan do przystanku kt\u00f3ry si\u0119 nazywa plac unii lubelskiej nafari\u0144skiego no i od wary\u0144skiego to trzeba prosz\u0119 pana wej\u015b\u0107 lewo wale je szucha do samego placu unii lubari\u0144skiego taktak doj\u015b\u0107 do o samego placu unii lubelskiej ale j\u0105 szucha doj\u015b\u0107 do placu unii lubelskiej o placu albo inaczej wie pan co pan nie wsiada w ten stodwadi\u015bcia dwa akpan swie wsi\u0105dzie w sto szesna\u015bcie sto osiemdziesi\u0105t albo sto dziewi\u0119\u0107dzisi\u0105t pi\u0119\u0107 dojedzie pan do przystanku kt\u00f3ry si\u0119 nazywa \u0142azienki kr\u00f3lewkiej i trzeba w prawo wej\u015b\u0107 w ulice bagatela i druga w lewo b\u0119dzie flory to jest kr\u00f3tka uliczka tdruga w lewo flory drlwflory okj di\u0119\u0119bdi te\u017c w tym samym kierunku tak si\u0119 tym samym kierunku kierunek tak jakby na wilan\u00f3w dobrazd", "transcription": ["obrdzidobry", "ja", "chcia\u0142ym", "dojecha\u0107", "w", "placu", "trzech", "krzy\u017cy", "na", "ulice", "flory", "ulica", "flory", "pan", "poczeka", "", "sprwomenciflorydziewi\u0119\u0107", "obrzmam", "rosz\u0119", "pana", "dwie", "ulice", "flory", "jedna", "jest", "weso\u0142a", "druga", "w", "\u015br\u00f3dmie\u015bciu", "ninie", "w", "\u015br\u00f3dmie\u015br\u00f3dmi\u015bciu", "tak", "a", "pan", "b\u0119dzie", "jecha\u0142i", "przepraszam", "jeszcze", "raz", "sk\u0105d", "placu", "trzech", "a", "z", "placu", "trzech", "krzy\u017cy", "prosz\u0119", "pana", "to", "najlepiej", "chyba", "by\u0142oby", "dla", "pana", "wsi\u0105\u0107", "w", "linie", "sto", "dwadzie\u015bcia", "dwa", "z", "kt\u00f3rego", "miejsca", "to", "jest", "plac", "trzech", "krzy\u017cy", "wujazdowskich", "tak", "jakby", "pan", "jecha\u0142", "w", "kierunku", "wilanowa", "ai", "teraz", "sprawd\u0119", "do", "kt\u00f3rego", "przystanku", "dojedzie", "pan", "do", "przystanku", "kt\u00f3ry", "si\u0119", "nazywa", "plac", "unii", "lubelskiej", "nafari\u0144skiego", "no", "i", "od", "wary\u0144skiego", "to", "trzeba", "prosz\u0119", "pana", "wej\u015b\u0107", "", "lewo", "wale", "je", "szucha", "do", "samego", "placu", "unii", "lubari\u0144skiego", "taktak", "doj\u015b\u0107", "do", "o", "samego", "placu", "unii", "lubelskiej", "ale", "j\u0105", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__KIEPSKAJAKOSC__F__2_2007-03-23_23_45_59__2_2007-03-23_23_45_59.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__KIEPSKAJAKOSC__F__2_2007-03-23_23_45_59__2_2007-03-23_23_45_59.json
new file mode 100644
index 0000000000000000000000000000000000000000..3cbfe589520bcc90f3073445de04cf94a651c07a
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__JAKDOJECHAC__KIEPSKAJAKOSC__F__2_2007-03-23_23_45_59__2_2007-03-23_23_45_59.json
@@ -0,0 +1 @@
+{"full_text": "bric dobry wieczor panuprosz\u0119 pana chce si\u0119 dosta\u0107 ulicy deboskiego blisko mam metro ztoosy napr\u0105ndzyjskiego na to ekspo jak mog\u0119 najlepiej dojecha\u0107 proz\u0119 chwila zaczekpprncjtomwnile znuzpwidzia\u017cenie b\u0119dzi k wczeraczczkiwprzpani najlepiej dojecha\u0107 b\u0119dziemytrem do stacji \u015bwi\u0119tokrzyska o \u015bwi\u0119tokrzyskie tutaj wyj\u015b\u0107 na powierzchni\u0119 i autobusy z przystanku metro \u015bwi\u0119tokrzyska w kierunku oenzed i dalej woli ekundka w kierunku ontidalej na wole jad\u0105ce linia sto siedemdziesi\u0105t osiem tak lub pi\u0119et sze\u015b\u0107 tk i tymi autobusami prosz\u0119 dojecha\u0107 do przystanku pekpe ka s przaka pprzakak tutaj b\u0119dzie si\u0119 trzeba troch\u0119 cofn\u0105\u0107 bo autobusy tdlno sto siedemdziesi\u0105t osiem to akurat skreci\u0142 w lewo w prymasa tysi\u0105clecia wi\u0119c b\u0119dzie trzeba przej\u015b\u0107 przez prymasa tysi\u0105clecia pi\u0119\u0107st sze\u015b\u0107 te\u017c b\u0119dzie mia\u0142o przystanek za prymasa wi\u0119c te\u017c b\u0119dzie trzeba si\u0119 wr\u00f3ci\u0107 tak \u017ceby wej\u015b\u0107 w kaz przaka i prosz\u0119 panijak b\u0119dzie pani sz\u0142aka sprzaka tak jakby wracaj\u0105c si\u0119 do centrum to po prawej stronie b\u0119dzie ulica bem w kt\u00f3r\u0105 trzeba wei ta bema p\u00f3\u017aniej przechodzi w pranzy\u0144skiego i tutaj tak nauku b\u0119d\u0105 b\u0119dzie ek to b\u0119d\u0105 dalekie odleg\u0142o\u015bci wiem z pi\u0119\u0107set sze\u015bset metr\u00f3w do przej\u015bcia b\u0119dzie prosz\u0119 mi powiedzi\u0107 zy mo\u017ce b\u0119dielepszetrem docoetrocejakby nie bo tam tramwenie je\u017cd\u0105 naczy am nie ale tu pan m\u00f3wi \u017ce pi\u0119\u0107et metr\u00f3w aplasu jakiego m\u00f3wi\u0142a\u015b z plasu zawiszy nialepiej am ty jako\u015b przej\u015b\u0107 tak i\u0119 usz\u0119 onie prosz\u0119 radgo\u015bcia ze szczecina i musz\u0119 pokiearowa\u0107 odpowie hektar b\u0119dzie straszny b\u0119dzie zawiszy tk rozumiem czyli to co pan m\u00f3wi b\u0119dzie najprostsz\u0105 drog\u0105 tak ggdyby si\u0119 wysiad\u0142o na centrum to z przystanku na jerozolimskich w kierunku dworca centralnego jad\u0105 autobusy pi\u0119\u0107set dzie autobus pi\u0119\u0107set siedem i nim r\u00f3wnie\u017c mo\u017cna dojecha\u0107 do pkasprzaka no ale to tutaj by\u0142by tylko jeden a am s\u0105 dwa to s\u0105 dwa dobrze zi\u0119kj\u0119 serderos bardzo dobranoc", "transcription": ["bric", "dobry", "wieczor", "panuprosz\u0119", "pana", "chce", "si\u0119", "dosta\u0107", "ulicy", "deboskiego", "blisko", "mam", "metro", "ztoosy", "napr\u0105ndzyjskiego", "na", "to", "ekspo", "jak", "mog\u0119", "najlepiej", "dojecha\u0107", "proz\u0119", "chwila", "zaczekpprncjtomwnile", "znuzpwidzia\u017cenie", "b\u0119dzi", "k", "wczeraczczkiwprzpani", "najlepiej", "dojecha\u0107", "b\u0119dziemytrem", "do", "stacji", "\u015bwi\u0119tokrzyska", "o", "\u015bwi\u0119tokrzyskie", "tutaj", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__1_2007-03-23_19_36_14__1_2007-03-23_19_36_14.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__1_2007-03-23_19_36_14__1_2007-03-23_19_36_14.json
new file mode 100644
index 0000000000000000000000000000000000000000..2451022b2f8094bde23b283665cbdb6a5317beb9
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__1_2007-03-23_19_36_14__1_2007-03-23_19_36_14.json
@@ -0,0 +1 @@
+{"full_text": "dobry wiczr dobra wieczer prosz\u0119 pana jawojem w takiej sprawie pr\u00f3buj\u0119 wej\u015b\u0107 na stron\u0119 internetow\u0105 bo pilnej potrzebuj\u0119 o kt\u00f3rej odje\u017cda sto sdemzii\u0105tpi\u0119\u0107nowego \u015bwiato i nie chce mi zeb\u0107jedny\u0107ca stronaa czy m\u00f3g\u0142by pan mi ewentualnie pom\u00f3c z jakiego przystanku noy\u015bwiataha ten ma \u015bwi\u0119tokszystkiej tak ten na \u015bwi\u0119torzystkiei w kierunku lotniska i to ma by\u0107 nakijedy rozk\u0142ad na dzisiaj na dzisiaj toprodzi\u015b tak wo godzinie dwdziet drugiej tony je od kt\u00f3rej ojst dwadzsta drga dziewi\u0119\u0107 dwadzie\u015bcia cztery i pi\u0119\u0107zisi\u0105t cztery ostatni do lotniska dzwi\u0119\u0107dwadzie\u015bcia cztery i pi\u0119\u0107disit cztery tak a czyli dwadzieta druga dziewi\u0119\u0107 dwadzi\u015bcia cztery i p\u0119\u0107diesitcry drosowizn", "transcription": ["dobry", "wiczr", "dobra", "wieczer", "prosz\u0119", "pana", "jawojem", "w", "takiej", "sprawie", "pr\u00f3buj\u0119", "wej\u015b\u0107", "na", "stron\u0119", "internetow\u0105", "bo", "pilnej", "potrzebuj\u0119", "o", "kt\u00f3rej", "odje\u017cda", "sto", "sdemzii\u0105tpi\u0119\u0107nowego", "\u015bwiato", "i", "nie", "chce", "mi", "zeb\u0107jedny\u0107ca", "stronaa", "czy", "m\u00f3g\u0142by", "pan", "mi", "ewentualnie", "pom\u00f3c", "z", "jakiego", "przystanku", "noy\u015bwiataha", "ten", "ma", "\u015bwi\u0119tokszystkiej", "tak", "ten", "na", "\u015bwi\u0119torzystkiei", "w", "kierunku", "lotniska", "i", "to", "ma", "by\u0107", "nakijedy", "rozk\u0142ad", "na", "dzisiaj", "na", "dzisiaj", "toprodzi\u015b", "tak", "wo", "godzinie", "dwdziet", "drugiej", "tony", "je", "od", "kt\u00f3rej", "ojst", "dwadzsta", "drga", "dziewi\u0119\u0107", "dwadzie\u015bcia", "cztery", "i", "pi\u0119\u0107zisi\u0105t", "cztery", "ostatni", "do", "lotniska", "dzwi\u0119\u0107dwadzie\u015bcia", "cztery", "i", "pi\u0119\u0107disit", "cztery", "tak", "a", "czyli", "dwadzieta", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__1_2007-03-26_20_16_16__1_2007-03-26_20_16_16.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__1_2007-03-26_20_16_16__1_2007-03-26_20_16_16.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a1cfd3250f54c89ddc671a49ddd08994fbb0b22
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__1_2007-03-26_20_16_16__1_2007-03-26_20_16_16.json
@@ -0,0 +1 @@
+{"full_text": "doby icor czy mog\u0119 pom\u00f3c dobrwiecz\u00f3r chcia\u0142abym si\u0119 dowiedzie\u0107 o kt\u00f3rej dok\u0142adnie b\u0119dzie autobus stoosiemdziesi\u0105t sze\u015b\u0107 naprzystanku czety\u0144ska w stron\u0119 wilanowskiej o tak powiedzmy do piewszej dwudziesta pierwsazero czterynie od teraz do dwdziebrzezpraszam dwudziesta dwadzie\u015bcia cztery kolejny dwudziet czterdzie\u015bci cztery dwadzi\u015bcia cztery czterdzie\u015bci cztery i podiesta pierwsza zero cztery a dobrze anudo us\u0142yszenia ous\u0142szeni cie cy tdi\u015bi cy", "transcription": ["doby", "icor", "czy", "mog\u0119", "pom\u00f3c", "dobrwiecz\u00f3r", "chcia\u0142abym", "si\u0119", "dowiedzie\u0107", "o", "kt\u00f3rej", "dok\u0142adnie", "b\u0119dzie", "autobus", "stoosiemdziesi\u0105t", "sze\u015b\u0107", "naprzystanku", "czety\u0144ska", "w", "stron\u0119", "wilanowskiej", "o", "tak", "powiedzmy", "do", "piewszej", "dwudziesta", "pierwsazero", "czterynie", "od", "teraz", "do", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__2_2007-03-26_07_57_41__2_2007-03-26_07_57_41.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__2_2007-03-26_07_57_41__2_2007-03-26_07_57_41.json
new file mode 100644
index 0000000000000000000000000000000000000000..1724e260abe815ddecea86fe0a260d0b1cc99e3e
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__2_2007-03-26_07_57_41__2_2007-03-26_07_57_41.json
@@ -0,0 +1 @@
+{"full_text": "obrobre rorzypon ja chcia\u0142emcsi\u0119 pyta\u0107 jaki godzinach porannych kursuje utobus pi\u0119\u0107e siedemna\u015bcie chodzi mi o przystanek centrum a w kt\u00f3r\u0105 stron\u0119 no tak w trony blit czyli kierune kierunek kursus od kt\u00f3rej godziny to ma by\u0107 rano o sodej w dni powszednie tk tk k tak sidma zero sze\u015b\u0107 si\u00f3dma szesna\u015bcie tk si\u00f3dma trzydzie\u015bci jdn k sidma trzydz\u015bcidziewi\u0119\u0107 tak si\u00f3dma czterdzie\u015bi sedem si\u00f3dm pi\u0119dzsi\u0105tpi\u0119\u0107 dorze dozmtakie pytanie o kt\u00f3rej godzin toczy tak bo interesuje mnie konkretnie firma baer toniwiele mni m\u00f3wi ale jerzolimskisopi\u0119\u0107dziesi\u0105toem stopds\u0105osemtkchwileczri rozumiem \u017ce tym autobusem tojada ta no tak trzebaby wysi\u0105\u015b\u0107 tylko zaraz on ma przystanek na wysoko\u015bci blusiti berestcka i trzebaby doj\u015b\u0107 do amtego numeru\u017cenie ma \u017cadnego przystanku najbli\u017cej je\u015bli chodzi o numer sto pidsi\u0105tosiem toby pani mia\u0142a lini\u0119 sto trzydzie\u015bci on ma wtedy pod centrum handlowym reduta p\u0119tle ale to i tak trzba doj\u015b\u0107 i od jednego i od drugiego a jak by wysiad\u0142 na tworcu zachodnim bo te\u017c tak s\u0142ysza\u0142am \u017ce tworcy zachodniego t\u017c mo\u017cna e szybko doj\u015b\u0107 doj\u015b\u0107 tkdo tego numeru stopditsiem tko mo\u017cna do\u015b ltdosy\u0107chyba d\u0142ugi odcinek teraz pani miwi\u0119cej powiem jak to od zachodniego z p\u00f3\u0142tora kilometra w\u0142ek eslinia sto trzydzie\u015bci ma jakie\u015b swoje przytanki w centrum ona ma przed centralnym aale tpodcentralnetel koz o t\u00f3rej strony oczyjak pani idzie od centrum to trzeba przej\u015b\u0107 skrzy\u017cowanie zjana paw\u0142a i on m nale jah jerozlimskih zajana paw\u0142a ale stamt\u0105d te\u017c trzeba doj\u015b\u0107 tak\u017ce t bez r\u00f3\u017cnicy a czyto panisiaba za tempi\u0119\u0107et siedemna\u015bcie do przystanku berestecka i podej\u015b\u0107 do przodu trzeba rtcka beresck tak nie wi\u0119cej ile czasu zajmuj\u0119 doj\u015bcie mo\u017cemy int\u0107 orintacyjnie ile to jest no nie wiem o zale\u017cy jak to idzie to b\u0119dzie oko\u0142o czterystu metr\u00f3w i jest tak daleko dobrze a ewentualnie pani \u0107sobie mo\u017ce inaczej zamiast ten pi\u0119\u0107set siedemna\u015bcie w centrum wsi\u0105dzie pa\u0144istww stodwadie\u015bcia siedem on nie m przb\u0119dzie lepszy on ma w tym saym rzystnna tym sa\u0142ym przystanku w centrum czyli aa te\u017c po tak jak pi\u0119\u0107 edemna\u015bcie tatak tak ten fale jak przystanek i tym autobusem do przystanku \u015bmig\u0142owca trzeba dojecha\u0107 to jest przystanek na \u017c\u0105danie ai to b\u0119dzie zaraz prawie mo\u017cna powiedzi\u0107 tego bajera o tej firmy a z jakij godzinach onz kolei kursuje tm entrum ju\u017csi\u00f3dma dwana\u015bcie tsi\u00f3dma dwai\u015bcia siedem sima czterdzie\u015bci sze\u015b\u0107 dobrze o brdzoz tkirosz\u0119ini", "transcription": ["obrobre", "rorzypon", "ja", "chcia\u0142emcsi\u0119", "pyta\u0107", "jaki", "godzinach", "porannych", "kursuje", "utobus", "pi\u0119\u0107e", "siedemna\u015bcie", "chodzi", "mi", "o", "przystanek", "centrum", "a", "w", "kt\u00f3r\u0105", "stron\u0119", "no", "tak", "w", "trony", "blit", "czyli", "kierune", "kierunek", "kursus", "od", "kt\u00f3rej", "godziny", "to", "ma", "by\u0107", "rano", "o", "sodej", "w", "dni", "powszednie", "tk", "tk", "k", "tak", "sidma", "zero", "sze\u015b\u0107", "si\u00f3dma", "szesna\u015bcie", "tk", "si\u00f3dma", "trzydzie\u015bci", "jdn", "k", "sidma", "trzydz\u015bcidziewi\u0119\u0107", "tak", "si\u00f3dma", "czterdzie\u015bi", "sedem", "si\u00f3dm", "pi\u0119dzsi\u0105tpi\u0119\u0107", "dorze", "dozmtakie", "pytanie", "o", "kt\u00f3rej", "godzin", "toczy", "tak", "bo", "interesuje", "mnie", "konkretnie", "firma", "baer", "toniwiele", "mni", "m\u00f3wi", "ale", "jerzolimskisopi\u0119\u0107dziesi\u0105toem", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__2_2007-03-26_22_46_02__2_2007-03-26_22_46_02.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__2_2007-03-26_22_46_02__2_2007-03-26_22_46_02.json
new file mode 100644
index 0000000000000000000000000000000000000000..03b3d7b644c0729dea9c9faf61b566ea6a793d10
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__2_2007-03-26_22_46_02__2_2007-03-26_22_46_02.json
@@ -0,0 +1 @@
+{"full_text": "dobry wiecz\u00f3r s\u0142ucham dobry wiecz\u00f3r tramb targowa lbelska tutj tongoawia jaka linia o dwadie\u015bcia sze\u015b\u0107 co mo\u017ce jeszcze jedzi\u0107 usmkaw strony goc\u0142awka sz\u00f3stka trony go\u0142awia got\u0142awka g\u0142awka pan potrzebuje do r\u0105da wiatraszn jecha\u0107 a z jakiego przystanku natargowej lubelska to ju\u017c jest na grochowskiej zamskiego lubelska tu b\u0119dkania notko\u0144czy si\u0119 za mojskiego zaczyna grohowsk tak naczy tr\u00f3jki to ju\u017c nie b\u0119dzie bo ona w teraz ju\u017c wcze\u015bniej ksz\u00f3stka mo\u017ce by\u0107 dwudziesta trzecia trzy ostatnia sz\u00f3stka usemki te\u017c ju\u017c nie b\u0119dzie dwadz\u015bcia se\u015b\u0107 dwudziesta druga pi\u0119\u0107dziesi\u0105t osiem dwudiesta trzecia osiemna\u015bcie trzydzie\u015bci oobred uprzejmie prosz\u0119ardzdobra noc", "transcription": ["dobry", "wiecz\u00f3r", "s\u0142ucham", "dobry", "wiecz\u00f3r", "tramb", "targowa", "lbelska", "tutj", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__2_2007-03-27_11_10_51__2_2007-03-27_11_10_51.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__2_2007-03-27_11_10_51__2_2007-03-27_11_10_51.json
new file mode 100644
index 0000000000000000000000000000000000000000..adb235e57195b79c24cc81341f0d70aa48bb63c6
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__F__2_2007-03-27_11_10_51__2_2007-03-27_11_10_51.json
@@ -0,0 +1 @@
+{"full_text": "ldzie dobry przeprasza bdzo prosz\u0119 pana chcia\u0142abym si\u0119 dowiedzie\u0107 o przystanek klemensiewicza autobus sto pi\u0119disi\u0105t cztery w kierunku ok\u0119cia a w jakich godzinach teraz jaki\u015b najbli\u017cszy jedenasta trzydzie\u015bci sze\u015b\u0107 jedenasta trzydie\u015bci sze\u015b\u0107 tak tak dobze", "transcription": ["ldzie", "dobry", "przeprasza", "bdzo", "prosz\u0119", "pana", "chcia\u0142abym", "si\u0119", "dowiedzie\u0107", "o", "przystanek", "klemensiewicza", "autobus", "sto", "pi\u0119disi\u0105t", "cztery", "w", "kierunku", "ok\u0119cia", "a", "w", "jakich", "godzinach", "teraz", "jaki\u015b", "najbli\u017cszy", "jedenasta", "trzydzie\u015bci", "sze\u015b\u0107", "jedenasta", "trzydie\u015bci", "sze\u015b\u0107", "tak", "tak", "dobze"], "words_time_alignment": [{"end_ms": 2760, "start_ms": 2740}, {"end_ms": 3040, "start_ms": 3020}, {"end_ms": 3060, "start_ms": 3040}, {"end_ms": 3080, "start_ms": 3060}, {"end_ms": 3100, "start_ms": 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__M__1_2007-03-25_13_37_35__1_2007-03-25_13_37_35.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__M__1_2007-03-25_13_37_35__1_2007-03-25_13_37_35.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f6c6fe3c9b1ba06bc3057cc584c05f6a79d6d99
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__M__1_2007-03-25_13_37_35__1_2007-03-25_13_37_35.json
@@ -0,0 +1 @@
+{"full_text": "dobrdzie\u0144 dobro prosze pan ja chcia\u0142m si\u0119 dowiedzie\u0107 z przystanku o siedle konstancja tak do przystanku wilan\u00f3w o kt\u00f3rej musz\u0119 wyjecha\u0107 \u017ceby gdzie\u015b tak oko\u0142o godziny czternastej trzydzie\u015bci powiedzmy by\u0107 w wilanowie je\u015bli chodzi o linie siedemset dziesi\u0119\u0107 to jest czternasta zero jeden tak zaraz sprawdz\u0119 pokolei te sidemsetki czterysta dwadzie\u015bcia cztery no nie pasuje bo jest dopiero w p\u00f3\u0142 do i\u0119tnatej mo\u017ce sto trzydzi\u015bcidzwi\u0119\u0107 czternasta zero dwa kt\u00f3ryh z tych albo utpterm czternasta zero jeden abo czternasta zero dwa okej proz\u0119d", "transcription": ["dobrdzie\u0144", "dobro", "prosze", "pan", "ja", "chcia\u0142m", "si\u0119", "dowiedzie\u0107", "z", "przystanku", "o", "siedle", "konstancja", "tak", "do", "przystanku", "wilan\u00f3w", "o", "kt\u00f3rej", "musz\u0119", "wyjecha\u0107", "\u017ceby", "gdzie\u015b", "tak", "oko\u0142o", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__M__2_2007-03-23_18_03_42__2_2007-03-23_18_03_42.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__M__2_2007-03-23_18_03_42__2_2007-03-23_18_03_42.json
new file mode 100644
index 0000000000000000000000000000000000000000..804b78c4b6149d8701b702ec474a93cf83345f70
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__M__2_2007-03-23_18_03_42__2_2007-03-23_18_03_42.json
@@ -0,0 +1 @@
+{"full_text": "s\u0142uchm dzdobr paniem interesuje mi linia sto dwadzi\u015bciastodwadie\u015bcia ta s\u0142ucham pana z przestanku tropradyniska przyroki tak w kierunk wkierunku wschodnym ale to nie dzi\u015b tylko w sobot\u0119 dobrze ju\u017c momecie dobrze mamy trok\u0119 i w sobot\u0119 od kt\u00f3rej godziny pan \u017cyczy l rano po si\u00f3dmej ewentualnie po si\u00f3dmej tak dobrze ju\u017c sprawdzam prosz\u0119 pana to mamy tak sidma dwadzie\u015bcia cztery si\u00f3dma pi\u0119\u0107dziesi\u0105t cztery i to wystarczy a jesztze jestt taki drugi autobus siedst osiemna\u015bcie to\u017c tego samego przystanku dobrze te\u017c w kirunku dworca tte\u017c te\u017c sobota dobrze u\u017c poddobrze mamy trok\u0119 mamy soboty i po s\u00f3dmej tojet prosz\u0119 pna si\u00f3dma trzydzi\u015bci osem i sma dziewi\u0119tna\u015bcie n \u0119 uprzejmie nzenia", "transcription": ["s\u0142uchm", "dzdobr", "paniem", "interesuje", "mi", "linia", "sto", "dwadzi\u015bciastodwadie\u015bcia", "ta", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__M__2_2007-03-23_21_04_41__2_2007-03-23_21_04_41.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__M__2_2007-03-23_21_04_41__2_2007-03-23_21_04_41.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c7b9a99726d0b6cf376691ad4b220cbc7294f44
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__DOBRAJAKOSC__M__2_2007-03-23_21_04_41__2_2007-03-23_21_04_41.json
@@ -0,0 +1 @@
+{"full_text": "dobrywiecz s\u0142ucham dobry wieczor ozeajchcia\u0142em si\u0119 dowidzie\u0107 oom koleji miejsk\u0105 z pruszkowa jutrotsopoty pruszkowa tak od kt\u00f3rej godziny od godziny \u00f3smej od godziny smej dobrze poszym pana to mamy tak \u00f3sma zero pi\u0119\u0107 tak sa czterdzie\u015bci dw tak dziewi\u0105ta zero sedem dobrze i wystarczy dobrzeobrnot", "transcription": ["dobrywiecz", "s\u0142ucham", "dobry", "wieczor", "ozeajchcia\u0142em", "si\u0119", "dowidzie\u0107", "oom", "koleji", "miejsk\u0105", "z", "pruszkowa", "jutrotsopoty", "pruszkowa", "tak", "od", "kt\u00f3rej", "godziny", "od", "godziny", "\u00f3smej", "od", "godziny", "smej", "dobrze", "poszym", "pana", "to", "mamy", "tak", "\u00f3sma", "zero", "pi\u0119\u0107", "tak", "sa", "czterdzie\u015bci", "dw", "tak", "dziewi\u0105ta", "zero", "sedem", "dobrze", "i", "wystarczy", "dobrzeobrnot"], "words_time_alignment": [{"end_ms": 720, "start_ms": 700}, {"end_ms": 760, "start_ms": 740}, {"end_ms": 840, 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__KIEPSKAJAKOSC__M__2_2007-03-23_09_03_18__2_2007-03-23_09_03_18.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__KIEPSKAJAKOSC__M__2_2007-03-23_09_03_18__2_2007-03-23_09_03_18.json
new file mode 100644
index 0000000000000000000000000000000000000000..7620efd69b07bfa130a8b6a91ff3d8e6cfea5e3f
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__KIEDY__KIEPSKAJAKOSC__M__2_2007-03-23_09_03_18__2_2007-03-23_09_03_18.json
@@ -0,0 +1 @@
+{"full_text": "rromtay chcia\u0142em zapyta\u0107 o sto jedena\u015bcie z goc\u0142awia stron\u0119 t esperanto z przystanku borakomoroskiego chyba zero trzy neoi\u0119temnajbli\u017cszy odjaz\u0142 na najbli\u017csze\u015b za dwa trzy odg\u0142oswdobrze dziewi\u0105ta zero osiem dwadzie\u015bcia i trzydzie\u015bci dwa hnaprzyd \u0119proszrdzosuszne", "transcription": ["rromtay", "chcia\u0142em", "zapyta\u0107", "o", "sto", "jedena\u015bcie", "z", "goc\u0142awia", "stron\u0119", "", "t", "esperanto", "z", "przystanku", "borakomoroskiego", "chyba", "zero", "trzy", "neoi\u0119temnajbli\u017cszy", "odjaz\u0142", "na", "najbli\u017csze\u015b", "za", "dwa", "trzy", "odg\u0142oswdobrze", "dziewi\u0105ta", "zero", "osiem", "dwadzie\u015bcia", "i", "trzydzie\u015bci", "dwa", "hnaprzyd", "\u0119proszrdzosuszne"], "words_time_alignment": [{"end_ms": 1160, "start_ms": 1140}, {"end_ms": 2400, "start_ms": 2380}, {"end_ms": 2440, "start_ms": 2420}, {"end_ms": 2500, "start_ms": 2480}, {"end_ms": 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__F__1_2007-03-26_15_25_04__1_2007-03-26_15_25_04.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__F__1_2007-03-26_15_25_04__1_2007-03-26_15_25_04.json
new file mode 100644
index 0000000000000000000000000000000000000000..415f90e7a4c82163a81e40832043e0bf36ff3bad
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__F__1_2007-03-26_15_25_04__1_2007-03-26_15_25_04.json
@@ -0,0 +1 @@
+{"full_text": "icz mog\u0119 pom\u00f3c ja mam takie pytanie czy utobus stoty kt\u00f3ry idzie przez broniewskiego ja nie wiem dok\u0142adnie s kondonidzi ale w kadym razie od strony gdzie\u015b tam niewjem hamicz\u00f3wki w ka\u017cd razie od strony \u017colibo\u017ca w drug\u0105 stron\u0119 chodzi mi oprzystanek \u017ceby by\u0142 tu\u015b przekrasi\u0144skiego przed rasi\u0144skiego ale \u017ceby by\u0142o przed przed krasi\u0144skiego krasi\u0144kieto w\u0142o\u015bcia\u0144ska w\u0142o\u015bci\u0144ska w\u0142o\u015bcia\u0144ski bo przystanek sadi \u017coliborskiej ju\u017c czyjest tu\u017c zdoso\u0142owniej dwadzie\u015bcia metr\u00f3w za zakrasi\u0144skiego irzak przyjedzie zkrzy\u017cowanie dobrzedz\u0119pau zn", "transcription": ["icz", "mog\u0119", "pom\u00f3c", "ja", "mam", "takie", "pytanie", "czy", "utobus", "stoty", "kt\u00f3ry", "idzie", "przez", "broniewskiego", "ja", "nie", "wiem", "dok\u0142adnie", "s", "kondonidzi", "ale", "w", "kadym", "razie", "od", "strony", 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new file mode 100644
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+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__1_2007-03-16_14_59_58__1_2007-03-16_14_59_58.json
@@ -0,0 +1 @@
+{"full_text": "suhrozana autobus sto czterdzie\u015bci try jad\u0105c w kierunku renbertowa gdzie ma przystanek dzieprzy walem jedna syki fildoraochci\u0142em nnwa\u0142mi eo szyki wysaczy na walem mi\u0119dzyszy\u0144kim nie ma przystanku najbli\u017cszy taki przystanek jest przy ulicy mesnea rzmsnerajetk akto mesnera mija i dopiero jest przystanek czy przed mesneramiamesna to jest na skrzy\u017cowaniu mmesnea i fildolfa nrildrajad\u0105c drug\u0105 stron\u0119 taketymla nie ma przystanku na wal\u0119 mi\u0119dzyszy\u0144skim te\u017c przymeserkak \u017ce przed tym samym skrzy\u017cowaniu obrz djeszcze mo\u017ce momeniz tego przytanku ile b\u0119dzie jecha\u0142 do przystanku dow\u0105tkn\u0119ta d now\u0105 ursunowsk\u0105 chyba ta p\u00f3niej noile ma czas przejazd kiego przystnkno z tego przya\u0142przstanku fildrale do jakiego przystanku chce pan dojecha\u0107 oczy chyba nowoorsunowska jest chya tak tak no to do tego przytandwadzi\u015bciaminut didwdie\u015bciati p\u00f3\u017aniej mam pytania autobus to osiemdziesi\u0105tdziewi\u0119\u0107 te\u017c jest na strzeowaniu tam ws\u0142u\u017cewicka upananowo ursnowska naczy ale to prosz\u0119 wysi\u0105\u0107 przyd dolini\u0119 s\u0142u\u017cyewieckiej przystanek bli\u017cej bo wtedy b\u0119dzie pan mia\u0142 sto osiemdziesi\u0105dziewi\u0119\u0107 tego samego ta k przydolinie su\u017cesztomone ju\u017c ono ju\u017c od bonifacego jad\u0105m razem wi\u0119c ju\u017c na bonifacego si\u0119 mo\u017ce pan przesi\u0105\u015b\u0107 w sto osiemdzisi\u0105dziewi\u0119\u0107 na bonifaceonie bo ab\u0119d\u0119 jecha\u0142 przez ten mos cie kierkowki tak tak no ale sto czterdzie\u015bci trzy p\u00f3\u017aniej jedziey przez z tegny przez bonifacego i tam si\u0119 mo\u017ce pan ju\u017c tam przesi\u0105\u015b\u0107 stoosiemdziesi\u0105t dziewi\u0119\u0107 na tym sa\u0142em przystna tym samym przysajednym przystanku iatk tak dobrze dzi\u0119d", "transcription": ["suhrozana", "autobus", "sto", "czterdzie\u015bci", "try", "jad\u0105c", "w", "kierunku", "renbertowa", "gdzie", "ma", "przystanek", "dzieprzy", "walem", "jedna", "syki", "fildoraochci\u0142em", "nnwa\u0142mi", "eo", "szyki", "wysaczy", "na", "walem", "mi\u0119dzyszy\u0144kim", "nie", "ma", "przystanku", "najbli\u017cszy", "taki", "przystanek", "jest", "przy", "ulicy", "mesnea", "rzmsnerajetk", "akto", "mesnera", "mija", "i", "dopiero", "jest", "przystanek", "czy", "przed", "mesneramiamesna", "to", "jest", "na", "skrzy\u017cowaniu", "mmesnea", "i", "fildolfa", "nrildrajad\u0105c", "drug\u0105", "stron\u0119", "taketymla", "nie", "ma", "przystanku", "na", "wal\u0119", "mi\u0119dzyszy\u0144skim", "te\u017c", "przymeserkak", "\u017ce", "przed", "tym", "samym", "skrzy\u017cowaniu", "obrz", "djeszcze", "mo\u017ce", "", "momeniz", "tego", "przytanku", "ile", "b\u0119dzie", "jecha\u0142", "do", "przystanku", "dow\u0105tkn\u0119ta", "d", "now\u0105", "ursunowsk\u0105", "chyba", "ta", "p\u00f3niej", "noile", "ma", "czas", "przejazd", "kiego", "przystnkno", "z", "tego", "przya\u0142przstanku", "fildrale", "do", "jakiego", "przystanku", "chce", "pan", "dojecha\u0107", "oczy", "chyba", "nowoorsunowska", "jest", "chya", "tak", "tak", "no", "to", "do", "tego", "przytandwadzi\u015bciaminut", "didwdie\u015bciati", "p\u00f3\u017aniej", "mam", "", "pytania", "autobus", "to", "osiemdziesi\u0105tdziewi\u0119\u0107", "te\u017c", "jest", "na", "strzeowaniu", "tam", "ws\u0142u\u017cewicka", "upananowo", "ursnowska", "naczy", "ale", "to", "prosz\u0119", "wysi\u0105\u0107", "przyd", "dolini\u0119", "s\u0142u\u017cyewieckiej", "przystanek", "bli\u017cej", "bo", "wtedy", "b\u0119dzie", "pan", "mia\u0142", "sto", "osiemdziesi\u0105dziewi\u0119\u0107", "tego", "samego", "ta", "k", "przydolinie", "su\u017cesztomone", "ju\u017c", "ono", "ju\u017c", "od", "bonifacego", "jad\u0105m", "razem", "wi\u0119c", "ju\u017c", "na", "bonifacego", "si\u0119", "mo\u017ce", "pan", "przesi\u0105\u015b\u0107", "w", "sto", "osiemdzisi\u0105dziewi\u0119\u0107", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__1_2007-03-30_14_37_38__1_2007-03-30_14_37_38.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__1_2007-03-30_14_37_38__1_2007-03-30_14_37_38.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4727e95d5f7202206d635295a5a098623478298
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__1_2007-03-30_14_37_38__1_2007-03-30_14_37_38.json
@@ -0,0 +1 @@
+{"full_text": "obrdzieoryoz panamam pytanie o kt\u00f3ryj sto czterdzie\u015bci trzy b\u0119dzie najbli\u017cszy z alei witus alei witosa tronnego c\u0142awia z tego przystanku wizawizusu tak no nienietam wizawi panoramy przed iekierkowski tam stronnego s\u0142awia ale to nie est tego przystanku ale ja witosa no toczy bartoska na \u017c\u0105danie wy pan dziejestsi\u0119 zaczynam mo siekierkowski tam w stronnego c\u0142awia idzie tam mam przstnek ierwszy stoczterdzi\u015bci trzy naczy tak naprawd\u0119 mos sekierkowski to si\u0119 zaczyna za siekierki sanktuarium now\u0142a\u015bnie przed tym przed tym przystanek o kt\u00f3rej jest to szerde\u015bci trzy najbli\u017cszy aha czyli to pwtedy przystanek ma\u0142e siekierki ale to nie jest na wisoko\u015bci panoramy dobrze najbli\u017cssju\u017c ileczk\u0119 czternasta czterdzie\u015bci sze\u015b\u0107 pi\u0119tnasta zero jeden a no dobrze dzi\u0119kuj\u0119 do widznia natowcenia", "transcription": ["obrdzieoryoz", "panamam", "pytanie", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__1_2007-03-31_02_44_12__1_2007-03-31_02_44_12.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__1_2007-03-31_02_44_12__1_2007-03-31_02_44_12.json
new file mode 100644
index 0000000000000000000000000000000000000000..e460dca8e3a9ad482438382fd2c2a94e63185139
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__1_2007-03-31_02_44_12__1_2007-03-31_02_44_12.json
@@ -0,0 +1 @@
+{"full_text": "\u0142uchamdobry wieobrwczr ja mam takie pytanko autobus z linii szesa\u0107 siedem jad\u0105cy do kabat na przedstawnku metroi\u0119a krzyska zatrzymuje si\u0119 jad\u0105cy w kierunku kabat prosz\u0119 panametropoli technika anametrosi\u0119 ta wszystka si\u0119 nie zatrzymuj\u0119 nie metro \u015bwi\u0119tokrzyskanie czyli jedziedwodze centralny potem jedzitak centrum wprawoskr\u0119ca kt\u00f3rej teraz startuj\u0119 zzworto yntralnego prosz\u0119 uprzejmie prosz\u0119 pana druga czterdzie\u015bci pi\u0119\u0107 czyli zaraz i potem pi\u0119tna\u015bcie czterdzie\u015bcipi\u0119\u0107 obrzuprzejmie orn", "transcription": ["\u0142uchamdobry", "wieobrwczr", "ja", "mam", "takie", "pytanko", "autobus", "z", "linii", "szesa\u0107", "siedem", "jad\u0105cy", "do", "kabat", "na", "przedstawnku", "metroi\u0119a", "krzyska", "zatrzymuje", "si\u0119", "jad\u0105cy", "w", "kierunku", "kabat", "prosz\u0119", "panametropoli", "technika", "anametrosi\u0119", "ta", "wszystka", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__2_2007-03-23_17_34_21__2_2007-03-23_17_34_21.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__2_2007-03-23_17_34_21__2_2007-03-23_17_34_21.json
new file mode 100644
index 0000000000000000000000000000000000000000..774c8f36f528c33daff5689813ec16368d4b32bf
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__2_2007-03-23_17_34_21__2_2007-03-23_17_34_21.json
@@ -0,0 +1 @@
+{"full_text": "s\u0142uch dobre prosz\u0119 pani\u0105 hcia\u0142em trampba ju\u017c cz\u00f3stka zgot\u0142awka tam dostaw i jedzie na jakim ron ie zatrzymuje wprzystanku i le jedzie z gotoawkadobobrze ok o intntrkdobrzposz\u0119 pana wi\u0119c tak przejazd wynosi to b\u0119dzie tak prosz\u0119 pana kocz jest tu trzech mint na jakim przystanku si\u0119 zatrzymuje prosz\u0119 pana najbli\u017cej to jest klub sportowy polonia a jak si\u0119 przystanek nazywaklub sportowy polonia na ulicy mi\u0119dzyparkowej mi\u0119dytoni muranowska przypadkie dla szustki ie znaczy dla szustki srzestajest daleko to si\u0119idzie od tego przystanku do inrako pros\u0119 pntrzea przej\u015b\u0107 na drug\u0105 stron\u0119 i wej\u015b\u0107 w ulicy andersa i zaraz tan b\u0119dzie ulica okawa\u0142yk portowy polonitak i wtedy b\u0119dzie najbli\u017cej dobr", "transcription": ["s\u0142uch", "dobre", "prosz\u0119", "pani\u0105", "hcia\u0142em", "trampba", "ju\u017c", "cz\u00f3stka", "zgot\u0142awka", "tam", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__2_2007-04-03_17_20_47__2_2007-04-03_17_20_47.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__2_2007-04-03_17_20_47__2_2007-04-03_17_20_47.json
new file mode 100644
index 0000000000000000000000000000000000000000..2af16628de4d68b883604db511a986100d7a6ec4
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__2_2007-04-03_17_20_47__2_2007-04-03_17_20_47.json
@@ -0,0 +1 @@
+{"full_text": "ztelefoniuchobechca\u0142em zapyta\u0107 utobusp\u0119tla stodziwi\u0119\u0107dzisi\u0105tpi\u0119\u0107 k toest przy jakim markecie przeraszam przy jakiej stacjimetra tozncwi pan niezupe\u0142nie przy stacji metra jest mi\u0119dzy stacj\u0105 metranatolin i stacjo metra imielin i\u0119dzytolin a imielitak to jest przystanek toznaczy p\u0119nla si\u0119 nazywa natolin p\u00f3\u0142nocny no i do stacji metra natolin jest no jakie\u015b terysta pi\u0119\u0107set metr\u00f3w tak samo do imielina te\u017c jest pi\u0119\u0107set metr\u00f3w tak po \u015brodku itak po\u015brodku dok\u0142adniz natlina imielin tta m \u017c panale prosz\u0119 pana je\u017celi pan chce po\u0142\u0105czy\u0107 sto dziewi\u0119disit pi\u0119\u0107 z metrem tojest metro stoku\u0142osy obok metra stok\u0142osy przeje\u017cda r\u00f3wnie\u017c sto dziwi\u0119\u0107ziesi\u0105tpi\u0119\u0107 ju\u017c przy samej stacji rznie bo jachcptle p\u0119ntlespi\u0119 stodziewi\u0119dzisi\u0105tpi\u0119\u0107 natolin p\u00f3\u0142nocny to jest mi\u0119dzy natolinem stacjometra natolina stacj\u0105 metra imielinmlnmo\u017ce pan i amjaki tan markt jetyptli tocdspi\u0107 prosz\u0119 pana pz samej p\u0119ntlin to tam nie ma \u017cadnego takie\u017celi chodzi o du\u017ce takie markety wcze\u015bniej po drodze sto dziewidzisi\u0105tpi\u0119\u0107 przyje\u017cd\u017ca obok du\u017cego kompleksu takiego \u017cand obi golsport to jest prursynowie zachodnim ale to nie jest p\u0119ntla toju\u017c to jest normalny przystanek tego autobusy pentlin nie ma \u017caprzyp\u0119tlij taiodu\u017cego jakiego\u015b sklepu takiego hipermarketu to nie ma ale przyje\u017cd\u017ca przy tym kompleksie maret\u00f3w tak przeje\u017cda przy\u017cancie obi tam jstnomakdonald golsport taki du\u017cy kompleks handlowy przystanek nazywa si\u0119 ursyn\u00f3w zachodnich zachodni to jst sto dziewi\u0119\u0107dzisi\u0105tpi\u0119\u0107 no i p\u00f3\u017aniej jedzie prosto p\u0142askowick\u0105 do p\u0119ntli na natolinie p\u00f3\u0142nocny mo\u017ce ni le to jest pzystank\u00f3w predplatak oczywi\u015bcie musz\u0119 to policzy\u0107 o pan chwil\u0119 poczeka lboalboinaczej przy jkiej to ulicy jes p\u0142askowickie pzy p\u0142askowickip\u0142askowickiej jak panu policz\u0119 bo to niedaleko jest przed p\u0119aten kompleks market\u00f3w jest przy p\u0142asowickitk dok\u0142adnie i tak samo jest te\u017c p\u0119ntla przy p\u0142askowickiej tlko p\u0142askowicka to jest d\u0142u\u017ca ulica tak\u017ce ona si\u0119 ci\u0105gnie a do p\u0119tli odod tegood tych market\u00f3w jest raz dwa trycztery przystanki ylko od tych market\u00f3w prz\u017canta od \u017canta jest cztery przystanki do p\u0119tli natlin np\u00f3\u0142nocnytk temrkety to jet tk k ak dbgosport otakdondnw czy pan iinteresuje o\u017ce tam przepraszam przy tym kompleksie mrketw t mo\u017ce am jetpjaka stacjametra m roz", "transcription": ["ztelefoniuchobechca\u0142em", "zapyta\u0107", "utobusp\u0119tla", "stodziwi\u0119\u0107dzisi\u0105tpi\u0119\u0107", "k", "toest", "przy", "jakim", "markecie", "przeraszam", "przy", "jakiej", "stacjimetra", "tozncwi", "pan", "niezupe\u0142nie", "przy", "stacji", "metra", "jest", "mi\u0119dzy", "stacj\u0105", "metranatolin", "i", "stacjo", "metra", "imielin", "i\u0119dzytolin", "a", "imielitak", "to", "jest", "przystanek", "toznaczy", "p\u0119nla", "si\u0119", "nazywa", "natolin", "p\u00f3\u0142nocny", "no", "i", "do", "stacji", "metra", "natolin", "jest", "no", "jakie\u015b", "terysta", "pi\u0119\u0107set", "metr\u00f3w", "tak", "samo", "do", "imielina", "te\u017c", "jest", "pi\u0119\u0107set", "metr\u00f3w", "tak", "po", "\u015brodku", "itak", "po\u015brodku", "dok\u0142adniz", "natlina", "imielin", "tta", "m", "\u017c", "panale", "prosz\u0119", "pana", "je\u017celi", "pan", "chce", "po\u0142\u0105czy\u0107", "sto", "dziewi\u0119disit", "pi\u0119\u0107", "z", "metrem", "tojest", "metro", "stoku\u0142osy", "obok", "metra", "stok\u0142osy", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__2_2007-04-06_07_52_38__2_2007-04-06_07_52_38.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__2_2007-04-06_07_52_38__2_2007-04-06_07_52_38.json
new file mode 100644
index 0000000000000000000000000000000000000000..661ad7275f5e2776ebf434f7966de8cc4ed0e3db
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__DOBRAJAKOSC__M__2_2007-04-06_07_52_38__2_2007-04-06_07_52_38.json
@@ -0,0 +1 @@
+{"full_text": "obdzi\u0119dobry mam takie pytanie jedn\u0105 z dwudziestupi\u0105tkuz dworca wila\u0144skiego \u017cby wysi\u0105\u015b\u0107\u0107 o\u0142o stadionu dzisi\u0119ciolecia to trzeba na jakim\u015b przystanku ale pan chce dosta\u0107i ono dzisi\u0119ciolecia do pekesu to znaczy nie po prostu \u017ceby nastawiony na ten tark tak tak to najlepiej wysi\u0105\u015b\u0107 chodzi o samtam \u017ceby na g\u00f3r\u0119 na stadion wej\u015b\u0107 onaczytam na dwa zaaary nastawiona koron\u0119 no aha czyli to przystanek b\u0119dzie r\u0105dowaszynknona r\u0105dowaszynktona i stamtun najbli\u017cej tak ak dobrze \u0119jrdzeni", "transcription": ["obdzi\u0119dobry", "mam", "takie", "pytanie", "jedn\u0105", "z", "dwudziestupi\u0105tkuz", "dworca", "wila\u0144skiego", "\u017cby", "wysi\u0105\u015b\u0107\u0107", "o\u0142o", "stadionu", "dzisi\u0119ciolecia", "to", "trzeba", "na", "jakim\u015b", "przystanku", "ale", "pan", "chce", "dosta\u0107i", "ono", "dzisi\u0119ciolecia", "do", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__KIEPSKAJAKOSC__M__1_2007-03-21_12_40_36__1_2007-03-21_12_40_36.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__KIEPSKAJAKOSC__M__1_2007-03-21_12_40_36__1_2007-03-21_12_40_36.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c5bf1333950ce79c2c0cb4a71558b955cdeac06
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__PRZYSTANKI__KIEPSKAJAKOSC__M__1_2007-03-21_12_40_36__1_2007-03-21_12_40_36.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__1_2007-03-29_12_21_49__1_2007-03-29_12_21_49.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__1_2007-03-29_12_21_49__1_2007-03-29_12_21_49.json
new file mode 100644
index 0000000000000000000000000000000000000000..78e10b216f9b7ac8809d1db53c81b55db0599760
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__1_2007-03-29_12_21_49__1_2007-03-29_12_21_49.json
@@ -0,0 +1 @@
+{"full_text": "bmog\u0119 pom\u00f3c bjedno ytanko takcymatka z dzieckiem jachodzi dozw\u00f3zkiem chodzi do traalczy autobusu czy p\u0142aci bilet jak to jest to znaczy je\u017celi chodzi o dziecko kt\u00f3re njeszcze nie chodzi do pierwszej klasy to je\u017adzi bezp\u0142atnie dobrzo ale wzg\u0142\u0119bokim uzto w\u00f3zek jako bagasz nie podlega op\u0142aie podlega amatka no tutaj je\u017celi nie ma \u017cadnych praw doulk to nistety ale bilety normalne wtedy aa nie ma tam \u017ce te\u017c otrzeba p\u0142aci\u0107 po prostu nlne bilety tak as\u0119 chcia\u0142abzapyta\u0107 cy o te\u017c jest ulgajaka eszczentutaj w tym przypadku it tylko wzek zdzieckiem ewentualnie a matkato p\u0142aci k\u0142adnie knprozrddo widenia", "transcription": ["bmog\u0119", "pom\u00f3c", "bjedno", "ytanko", "takcymatka", "z", "dzieckiem", "jachodzi", "dozw\u00f3zkiem", "chodzi", "do", "traalczy", "autobusu", "czy", "p\u0142aci", "bilet", "jak", "to", "jest", "to", "znaczy", "je\u017celi", "chodzi", "o", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__1_2007-03-30_09_34_55__1_2007-03-30_09_34_55.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__1_2007-03-30_09_34_55__1_2007-03-30_09_34_55.json
new file mode 100644
index 0000000000000000000000000000000000000000..66b95fdee208206faf556ec270c316d6a0e932dd
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__1_2007-03-30_09_34_55__1_2007-03-30_09_34_55.json
@@ -0,0 +1 @@
+{"full_text": "czmog\u0119 pom\u00f3c bproz\u0119 a chcia\u0142em si\u0119 dowiedzie\u0107 czyosoba niezdona do pracy toznaczy r\u0119ncist jest to cz\u0119\u015bciowa niezdolno\u015b\u0107 do pracy czy ma prawo do przejad\u00f3w ulgowych tak toznaczyapobiera r\u0119nt\u0119 z tego tytu\u0142u jak najbardziej prosz\u0119 pani\u0105 to na podstawie legitymacji r\u0119ncisty przys\u0142uguje ulg czterdzi\u015bci osiem procet i e w wzgl\u0119du na to jaka to jest niezdolno\u015b\u0107 czy cz\u0119\u015bciowa czy ca\u0142kowita to znaczy je\u017celi aca\u0142kowita niezdolno\u015b\u0107 do pracy i samodzielnej egzystencji czyli dawna pierwsza grupa to wtedy przyjazdy bezp\u0142atne natomiast w tym przypadku tutaj to jest dawny stopio\u0144 ten drugi czyli umiornienieytam si\u0119 tak jak przys\u0142uguje te\u017c dodatek pirygnacyjny tylko albo ca\u0142kowita niezdolno\u015b\u0107 do pracy albo cz\u0119\u015bciowa nieztakto jeszczej niezdolno\u015bci do samodzielnej egzystencji tak proz\u0119 pani\u0105 to je\u017celi ta osoba pobiera r\u0119nt\u0119 z tego obiera mae cz\u0119siowniezdolny do pracy tak tojak najbardziej ulga czterdzie\u015bci osiempri to jest na wszystki autobusy trea dok\u0142adnie tak \u0142adnie \u015binie ridzni", "transcription": ["czmog\u0119", "pom\u00f3c", "bproz\u0119", "a", "chcia\u0142em", "si\u0119", "dowiedzie\u0107", "czyosoba", "niezdona", "do", "pracy", "toznaczy", "r\u0119ncist", "jest", "to", "cz\u0119\u015bciowa", "niezdolno\u015b\u0107", "do", "pracy", "czy", "ma", "prawo", "do", "przejad\u00f3w", "ulgowych", "tak", "toznaczyapobiera", "r\u0119nt\u0119", "z", "tego", "tytu\u0142u", "jak", "najbardziej", "prosz\u0119", "pani\u0105", "to", "na", "podstawie", "legitymacji", "r\u0119ncisty", "przys\u0142uguje", "ulg", "czterdzi\u015bci", "osiem", "procet", "i", "e", "w", "wzgl\u0119du", "na", "to", "jaka", "to", "jest", "niezdolno\u015b\u0107", "czy", "cz\u0119\u015bciowa", "czy", "ca\u0142kowita", "to", "znaczy", "je\u017celi", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-03-27_12_22_52__2_2007-03-27_12_22_52.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-03-27_12_22_52__2_2007-03-27_12_22_52.json
new file mode 100644
index 0000000000000000000000000000000000000000..044f841df44692a5eba2893d4b9b3bff64304c4b
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-03-27_12_22_52__2_2007-03-27_12_22_52.json
@@ -0,0 +1 @@
+{"full_text": "didobrydzidobry mam pytanie prosz\u0119 mi powiedzie\u0107 czy studenci powy\u017cej dwadzieszetego roku \u017cycia mog\u0105 korzysta\u0107 z pi\u0119ciopi\u0119\u0107dziesi\u0119cioprocentowej zniszki na bilat komunikacji miejskich mog\u0105 o ile to s\u0105 studenci szk\u00f3\u0142 uczelni polskich okej jasno dzi\u0119uj\u0119prosz\u0119brzowideniadodznia", "transcription": ["didobrydzidobry", "mam", "pytanie", "prosz\u0119", "mi", "powiedzie\u0107", "czy", "studenci", "powy\u017cej", "dwadzieszetego", "roku", "\u017cycia", "mog\u0105", "korzysta\u0107", "z", "pi\u0119ciopi\u0119\u0107dziesi\u0119cioprocentowej", "zniszki", "na", "bilat", "komunikacji", "miejskich", "mog\u0105", "o", "ile", "to", "s\u0105", "studenci", "szk\u00f3\u0142", "uczelni", "polskich", "okej", "jasno", "dzi\u0119uj\u0119prosz\u0119brzowideniadodznia"], "words_time_alignment": [{"end_ms": 1380, "start_ms": 1360}, {"end_ms": 1420, "start_ms": 1400}, {"end_ms": 1540, "start_ms": 1520}, 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-03-27_12_33_31__2_2007-03-27_12_33_31.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-03-27_12_33_31__2_2007-03-27_12_33_31.json
new file mode 100644
index 0000000000000000000000000000000000000000..407120ed17f02a13beb3e960488020463400bf4e
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-03-27_12_33_31__2_2007-03-27_12_33_31.json
@@ -0,0 +1 @@
+{"full_text": "obrlnoby panu ja chcia\u0142am i o zapyta\u0107 moja mama sko\u0144czy\u0142a siedemdziesi\u0105t lat czy ona jeszcze musi kasowa\u0107 w bilety jak ma ju\u017c sko\u0144czony to na dow\u00f3d osobisty bezp\u0142atnie je\u017adzi aha dobrze dzi\u0119ki u przsz\u0119brdidzenan", "transcription": ["obrlnoby", "panu", "ja", "chcia\u0142am", "i", "o", "zapyta\u0107", "moja", "mama", "sko\u0144czy\u0142a", "siedemdziesi\u0105t", "lat", "czy", "ona", "jeszcze", "musi", "kasowa\u0107", "w", "bilety", "jak", "ma", "ju\u017c", "sko\u0144czony", "to", "na", "dow\u00f3d", "osobisty", "bezp\u0142atnie", "je\u017adzi", "aha", "dobrze", "dzi\u0119ki", "u", "przsz\u0119brdidzenan"], "words_time_alignment": [{"end_ms": 1160, "start_ms": 1140}, {"end_ms": 1220, "start_ms": 1200}, {"end_ms": 1280, "start_ms": 1260}, {"end_ms": 2000, "start_ms": 1980}, {"end_ms": 2120, "start_ms": 2100}, {"end_ms": 2180, "start_ms": 2160}, {"end_ms": 2240, "start_ms": 2220}, {"end_ms": 2300, "start_ms": 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-03-30_10_52_09__2_2007-03-30_10_52_09.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-03-30_10_52_09__2_2007-03-30_10_52_09.json
new file mode 100644
index 0000000000000000000000000000000000000000..db74f66f873e8f4c23b645dac02978deac3ad540
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-03-30_10_52_09__2_2007-03-30_10_52_09.json
@@ -0,0 +1 @@
+{"full_text": "bprosz\u0119 pana do jakiego wieku dzieci mog\u0105 je\u017adzi\u0107 wez bilet\u00f3w do czasu obj\u0119cia obowi\u0105zkiem szkolnym czyli do roku kalendarzowego w kt\u00f3rym dziecko ko\u0144czy siedem lat w tym roku trzeba mu dopiero od pierwszego wrze\u015bnia bilet zakupi\u0107 je\u017celi b\u0119dzie korzysta\u0142o z autobus\u00f3w toznaczyja am dwadwuip\u00f3\u0142letnie dzieoeszcze tojeszte du\u017co czasu czy pan si\u0119 orientuje te\u017c tw metrzew tramwajach prosz\u0119 pniautobusem metrotronbay caca\u0142e koamomunikacja organizowana przez zarz\u0105d transpowsp\u00f3lnie jako\u015b tak serdecnrosz\u0119ddowzniausszenia", "transcription": ["bprosz\u0119", "pana", "do", "jakiego", "wieku", "dzieci", "mog\u0105", "je\u017adzi\u0107", "wez", "bilet\u00f3w", "do", "czasu", "obj\u0119cia", "obowi\u0105zkiem", "szkolnym", "czyli", "do", "roku", "kalendarzowego", "w", "kt\u00f3rym", "dziecko", "ko\u0144czy", "siedem", "lat", "w", "tym", "roku", "trzeba", "mu", 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new file mode 100644
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+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-04-06_13_16_20__2_2007-04-06_13_16_20.json
@@ -0,0 +1 @@
+{"full_text": "brdobrprosz\u0119 pnaja mam takie pytanie czy w warszawie jak si\u0119 jedzie komunikacjao niejskoczy honorowi dawcy krwi maj\u0105 ulgi tak ale musi by\u0107 wpis w legitymacji honorowego dawcy krwi \u017ce si\u0119 odda\u0142o dla kobiety pi\u0119tna\u015bcie litr\u00f3w honorowo adla m\u0119\u017cczyzny osiemna\u015bcie a mniejak mniejsza ilo\u015b\u0107 to nie ma \u017cadnych \u00f3lnienibwidzi pan ja jestem z p\u0142oka wczoraj y\u0142am w warszawie jecha\u0142am komunikacj\u0119 o niejsko i w\u0142a\u015bnie zap\u0142aci\u0142am mandat a pyta\u0142am si\u0119 wce\u015bniej pierwszatz jak jecha\u0142am ale w\u0142a\u015bnie zpyta\u0142am si\u0119 o ulgi i nikt mi nie wyt\u0142umaczy\u0142 tego u nas w p\u0142otku jest ju\u017c sze\u015bciu litr\u00f3w maj\u0105 zabo w ka\u017cdym mie\u015bcie ustanawiaprzepisy je\u015blichodzi o komunikacji rrada miasta tak ja wiem dlatego w\u0142a\u015bniemwe \u017ce pyta\u0142am si\u0119 jak pierwszaz jecha\u0142amu kerowcy naczchyba umotornicza\u0142o to tranwaju wtedy jecha\u0142am i spyta\u0142am si\u0119 oulgi powiedzia\u0142\u017ce tak lgi maj\u0105 ale nie wyt\u0142umaczy\u0142 mi tego dok\u0142adnie i ja nie wiedzia\u0142am mo\u017ce pani zawsze odwo\u0142anie z\u0142o\u017cy\u0107 no tak ale czy mi to co\u015b da ozawsze warto spr\u00f3bowa\u0107 k l wtedy mandabym musia\u0142a je tak zap\u0142aci\u0107 \u017ceby tak a je\u015bli by uwzgl\u0119dnili paniodwo\u0142anie toby by\u0142 zwrot pieni\u0119dzy a w ten spos\u00f3b tak bo je\u015bli pani teraz zap\u0142aci mandat w ci\u0105gu tygodnia to jest trzydzie\u015bci procet taniej je\u015bli z\u0142o\u017cy pani odwo\u0142anie i zostanie uwzgl\u0119dnione no to wtedy zwr\u00f3c\u0105 pani pieni\u0105dze no w\u0142a\u015bnie o toni chodzi pojecha\u0142am wcoraj ostatnio madzo pierwszat w\u0142a\u015bnie wsiadaot tramwajem ierszajecha\u0142 pyta\u0142am si\u0119 na tematw trmwaach nie ma w \u017cadny nie spotka\u0142am si\u0119 \u017ceby jaka\u015b informacja by\u0142a w autobusie \u017c w niekt\u00f3rych jest ale w troznaczy dok\u0142adnie i tak wyszczeg\u00f3lnionego nie ma bo \u017ceby wyszczeg\u00f3lni\u0107 wszystkie punkty taryfy to trzebaby chyba ca\u0142\u0105okna pozakleja\u0107 w tramwaju aza dlatego jest ten numer telefonu zawsze mo\u017cna do nas zadzwoni\u0107 si\u0119 zapyta\u0107 na ka\u017cdym przystanku jest ten numer tk\u017ce ipyta\u0142am si\u0119 rotgo ulgei powiedia\u0142a \u017ce tak ale nie wyja\u015bnimy\u015bla\u0142m po prostu \u017ce tak samo jak i u nas niestety nie dobrze prosz\u0119rddwdznia", "transcription": ["brdobrprosz\u0119", "pnaja", "mam", "takie", "pytanie", "czy", "w", "warszawie", "jak", "si\u0119", "jedzie", "komunikacjao", "niejskoczy", "honorowi", "dawcy", "krwi", "maj\u0105", "ulgi", "tak", "ale", "musi", "by\u0107", "wpis", "w", "legitymacji", "honorowego", "dawcy", "krwi", "\u017ce", "si\u0119", "odda\u0142o", "dla", "kobiety", "pi\u0119tna\u015bcie", "litr\u00f3w", "honorowo", "adla", "m\u0119\u017cczyzny", "osiemna\u015bcie", "a", "mniejak", "mniejsza", "ilo\u015b\u0107", "to", "nie", "ma", "\u017cadnych", "\u00f3lnienibwidzi", "pan", "ja", "jestem", "z", "p\u0142oka", "wczoraj", "y\u0142am", "w", "warszawie", "jecha\u0142am", "komunikacj\u0119", "o", "niejsko", "i", "w\u0142a\u015bnie", "zap\u0142aci\u0142am", "mandat", "a", "pyta\u0142am", "si\u0119", "wce\u015bniej", "pierwszatz", "jak", "jecha\u0142am", "ale", "w\u0142a\u015bnie", "zpyta\u0142am", "si\u0119", "o", "ulgi", "i", "nikt", "mi", "nie", "wyt\u0142umaczy\u0142", "tego", "u", "nas", "w", "p\u0142otku", "jest", "ju\u017c", "sze\u015bciu", "litr\u00f3w", "maj\u0105", "zabo", "w", "ka\u017cdym", "mie\u015bcie", "ustanawiaprzepisy", "je\u015blichodzi", "o", "komunikacji", "rrada", "miasta", "tak", "ja", "wiem", "", "dlatego", "w\u0142a\u015bniemwe", "\u017ce", "pyta\u0142am", "si\u0119", "jak", "pierwszaz", "jecha\u0142amu", "kerowcy", "naczchyba", "umotornicza\u0142o", "to", "tranwaju", "wtedy", "jecha\u0142am", "i", "spyta\u0142am", "si\u0119", "oulgi", "powiedzia\u0142\u017ce", "tak", "lgi", "maj\u0105", "ale", "nie", "wyt\u0142umaczy\u0142", "mi", "tego", "dok\u0142adnie", "i", "ja", "nie", "wiedzia\u0142am", "mo\u017ce", "pani", "zawsze", "odwo\u0142anie", "z\u0142o\u017cy\u0107", "no", "tak", "ale", "czy", "mi", "to", "co\u015b", "da", "ozawsze", "warto", "spr\u00f3bowa\u0107", "k", "l", "wtedy", "mandabym", "musia\u0142a", "je", "tak", "zap\u0142aci\u0107", "\u017ceby", "tak", "a", "je\u015bli", "by", "uwzgl\u0119dnili", "paniodwo\u0142anie", "toby", "by\u0142", "zwrot", "pieni\u0119dzy", "a", "w", "ten", "spos\u00f3b", "tak", "bo", "je\u015bli", "pani", "teraz", "zap\u0142aci", "mandat", "w", "ci\u0105gu", "tygodnia", "to", "jest", "trzydzie\u015bci", "procet", "taniej", "je\u015bli", "z\u0142o\u017cy", "pani", "odwo\u0142anie", "i", "zostanie", "uwzgl\u0119dnione", "no", "to", "wtedy", "zwr\u00f3c\u0105", "pani", "pieni\u0105dze", "no", "w\u0142a\u015bnie", "o", "toni", "chodzi", "pojecha\u0142am", "wcoraj", "ostatnio", "madzo", "pierwszat", "w\u0142a\u015bnie", "wsiadaot", "tramwajem", "ierszajecha\u0142", "pyta\u0142am", "si\u0119", "na", "tematw", "trmwaach", "nie", "ma", "w", "\u017cadny", "nie", "spotka\u0142am", "si\u0119", "\u017ceby", "jaka\u015b", "informacja", "by\u0142a", "w", "autobusie", "\u017c", "w", "niekt\u00f3rych", "jest", "ale", "w", "troznaczy", "dok\u0142adnie", "i", "tak", "wyszczeg\u00f3lnionego", "nie", "ma", "bo", "\u017ceby", "wyszczeg\u00f3lni\u0107", "wszystkie", "punkty", "taryfy", "to", "trzebaby", "chyba", "ca\u0142\u0105okna", "pozakleja\u0107", "w", "tramwaju", "aza", "dlatego", "jest", "ten", "numer", "telefonu", "zawsze", "mo\u017cna", "do", "nas", "zadzwoni\u0107", "si\u0119", "zapyta\u0107", "na", "ka\u017cdym", "przystanku", "jest", "ten", "numer", "tk\u017ce", "ipyta\u0142am", "si\u0119", "rotgo", "ulgei", "powiedia\u0142a", "\u017ce", "tak", "ale", "nie", "wyja\u015bnimy\u015bla\u0142m", "po", "prostu", 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diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-04-11_19_32_09__2_2007-04-11_19_32_09.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-04-11_19_32_09__2_2007-04-11_19_32_09.json
new file mode 100644
index 0000000000000000000000000000000000000000..101711a576087c9f429d160b446688b901344e4b
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-04-11_19_32_09__2_2007-04-11_19_32_09.json
@@ -0,0 +1 @@
+{"full_text": "czymog\u0119 pom\u00f3c dobry prosz\u0119 pani\u0105 mam pytanie czy osoby posiadaj\u0105ce legitymacj\u0119 \u015bwiadcz\u0105c\u0105 o nie\u0105 nsprawno\u015bci s\u0105 uprawnione do bezp\u0142atnego przejazdu metrem czya w jakim wieku doszes\u0142yna z tego roku \u017cycia z opiekunem to w takim razie je\u015bli chodzi o przejady bezp\u0142atne w metrze jest tak samo jak w autobusach i w tramwaiach to ja mam jeszcze jedno nietypeni pytanie jak wci\u0105\u0107 do tegometra \u017ceby przej\u015b\u0107 przez bramk\u0119 prosz\u0119 pani \u0105 dwie mo\u017cliwo\u015bci mo\u017ce pani albo zjecha\u0107 w indo\u0105 aha i do windynnie musz\u0119m jpowiedzia\u0142em \u017ce nawinm \u017ce indaokterzy ws\u0105 kasowniki w tej nienie nie mo\u017cna wej\u015b\u0107 dindwjhamy skasowania biletu albo mo\u017ce pani pobra\u0107 bezp\u0142atne wej\u015bci\u00f3wki do metra e mo\u017cna takiego otrzymamo\u017cno naprzyk\u0142ad na stacjach metra \u015bwi\u0119tokrzyskaratusz lub plac wilsona \u015bwi\u0119tokrzysko bo\u0105d radusz tak tak albo ona tams\u0105 pawilony to est na stacji metra \u015bwi\u0119tokrzyska tojest pawilon tysi\u0105c gi na stacji metraratusz tt pwilon zero dziewi\u0119\u0107 tamten to ozmienieidrjego tematalbo jeszcze jest mo\u017cliwo\u017ce na senatorski trzydzie\u015bci siedem te\u017c mo\u017cna tak\u0105 wej\u015bci\u00f3wk\u0119 pobra\u0107 dobrze czyli tys\u0105cg ny pawilon zerodziewi\u0119\u0107 tki tam i\u0119 wej\u015bcowki obiera kruobnopie tow takim razie s\u0119znie dzi\u0119kuj\u0119 prdzodkuj\u0119 do widzenia o us\u0142u\u017cenia", "transcription": ["czymog\u0119", "pom\u00f3c", "dobry", "prosz\u0119", "pani\u0105", "mam", "pytanie", "czy", "osoby", "posiadaj\u0105ce", "legitymacj\u0119", "\u015bwiadcz\u0105c\u0105", "o", "nie\u0105", "nsprawno\u015bci", "s\u0105", "uprawnione", "do", "bezp\u0142atnego", "przejazdu", "metrem", "czya", "w", "jakim", "wieku", "doszes\u0142yna", "z", "tego", "roku", "\u017cycia", "z", 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+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__F__2_2007-04-12_10_42_53__2_2007-04-12_10_42_53.json
@@ -0,0 +1 @@
+{"full_text": "obrpz telefonieuchz ioprpsz\u0119pana karta kmi\u0119dzynarodowa upowag\u0119 do zlizki prawda aktakrta eurodwadzi\u015bcia seniennie upowa\u017cnia tylko wa\u017cna nadany rok kalendarzowy mi\u0119dzynarodowa legitymacja ajsik upowa\u017cnia student\u00f3w i uczn\u00f3w zagranicznych do dwudzistego szstego roku \u017cycia i to jest przejaz z ulg\u0105 czterdzie\u015bci osiem prot tylko od sk dobrze rozdo us\u0142yszenia", "transcription": ["obrpz", "telefonieuchz", "ioprpsz\u0119pana", "karta", "kmi\u0119dzynarodowa", "upowag\u0119", "do", "zlizki", "prawda", "aktakrta", "eurodwadzi\u015bcia", "seniennie", "upowa\u017cnia", "tylko", "wa\u017cna", "nadany", "rok", "kalendarzowy", "mi\u0119dzynarodowa", "legitymacja", "ajsik", "upowa\u017cnia", "student\u00f3w", "i", "uczn\u00f3w", "zagranicznych", "do", "dwudzistego", "szstego", "roku", "\u017cycia", "i", "to", "jest", "przejaz", "z", "ulg\u0105", "czterdzie\u015bci", "osiem", "prot", "tylko", "od", "sk", "dobrze", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__1_2007-03-13_13_06_07__1_2007-03-13_13_06_07.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__1_2007-03-13_13_06_07__1_2007-03-13_13_06_07.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9c382ae3eba24adc0973b55af2b726efc0e14c2
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__1_2007-03-13_13_06_07__1_2007-03-13_13_06_07.json
@@ -0,0 +1 @@
+{"full_text": "dd si\u0119 kania chcia\u0142em si\u0119 o jedn\u0105 rzecz zapyta\u0107 mnie teraz nastraszono niwiem nie jestem pewien wed\u0142ug regulaminu i taryf wynika z tego \u017ce studenci w warszawie je\u017cd\u017c\u0105 w\u0142a\u015bnie na pi\u0107dziesi\u0119ioprcowypi\u0119\u0107dziesi\u0119cio procntowej udzy chca\u0142em si\u0119 zapyta\u0107 czy wszyscy studenci czy tylko ci do dwudziesto szstego roku \u017cycia czy wszyscy studenci studi\u00f3w pierwszego i drugiego stopnia uczelni polskich bez wzgl\u0119du na wiek dspdzi\u0119kujedo widzenia i", "transcription": ["dd", "si\u0119", "kania", "chcia\u0142em", "si\u0119", "o", "jedn\u0105", "rzecz", "zapyta\u0107", "mnie", "teraz", "nastraszono", "niwiem", "nie", "jestem", "pewien", "wed\u0142ug", "regulaminu", "i", "", "taryf", "wynika", "z", "tego", "\u017ce", "studenci", "w", "warszawie", "je\u017cd\u017c\u0105", "w\u0142a\u015bnie", "na", "pi\u0107dziesi\u0119ioprcowypi\u0119\u0107dziesi\u0119cio", "procntowej", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__1_2007-04-10_12_50_01__1_2007-04-10_12_50_01.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__1_2007-04-10_12_50_01__1_2007-04-10_12_50_01.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca25c3720d9653d624f3854bfb0b721f0bdf4357
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__1_2007-04-10_12_50_01__1_2007-04-10_12_50_01.json
@@ -0,0 +1 @@
+{"full_text": "bs\u0142uchm dzie\u0144 dobry prosz\u0119 pana ja takie pytanie maono uko\u0144czone dwadzie\u015bcia sze\u015b\u0107 lat nichcia\u0142em zapyta\u0107 czy na legitymacj\u0119 studencki dalej b\u0119d\u0119 mia\u0142 zniszki na zetteem na kart\u0119 miejsk\u0105 je\u015bli jest pan studentem studi\u00f3w pierszego albo drugiego stopnia to tak dobrze rsz\u0119bdzo owdzeni us\u0142yszenie", "transcription": ["bs\u0142uchm", "dzie\u0144", "dobry", "prosz\u0119", "pana", "ja", "takie", "pytanie", "maono", "uko\u0144czone", "dwadzie\u015bcia", "sze\u015b\u0107", "lat", "nichcia\u0142em", "zapyta\u0107", "czy", "na", "legitymacj\u0119", "studencki", "dalej", "b\u0119d\u0119", "mia\u0142", "zniszki", "na", "zetteem", "na", "kart\u0119", "miejsk\u0105", "je\u015bli", "jest", "pan", "studentem", "studi\u00f3w", "pierszego", "albo", "drugiego", "stopnia", "to", "tak", "dobrze", "rsz\u0119bdzo", "owdzeni", "us\u0142yszenie"], "words_time_alignment": [{"end_ms": 1340, "start_ms": 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__2_2007-04-06_16_22_25__2_2007-04-06_16_22_25.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__2_2007-04-06_16_22_25__2_2007-04-06_16_22_25.json
new file mode 100644
index 0000000000000000000000000000000000000000..1367896e2af9530c533400750b20292d674baf8a
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__2_2007-04-06_16_22_25__2_2007-04-06_16_22_25.json
@@ -0,0 +1 @@
+{"full_text": "cz mog\u0119 pom\u00f3c dz obre pnnie mam takie pytanie ooniakiedy\u015b do nie uzyskiwam informacji \u017ce powiy\u017cnej siedemdziesi\u0119ciu lat przysuguj\u0119 bezp\u0142atny przejaz komunikacji miejskiej potwierdza tk zgadza si\u0119 ttygo mam takie pytanie o ile chodzi o mertromo\u017cna prosz\u0119 pana korzysta\u0107 z wint natomiast o t ju\u017c ju\u017c karty takie nie s\u0105 wydawane zbli\u017ceniowe natomiast w naszych punktach ows\u0142uci pasa\u017cer\u00f3w s\u0105 takie cztery punkty w warszawie mo\u017cna pobra\u0107 bezp\u0142anbezp\u0142atnie wyj\u015bci\u00f3wki w podstaci biletu kartownikowego z palskim magnetycznym i one jest wilokrotnego u\u017cytku tak gdzie s\u0105 te punprosz\u0119 pana senatorska trzydzie\u015bci siedem zaraz momencie enatorskatocz\u0105 przy pracy bankowtknatorjeszcze jedno do siedemnastej od poniedzia\u0142ku do pi\u0105tku oczywi\u015bcietknatomiast prosz\u0119 pannatrzech stacjach metra \u015bwi\u0119tokrzyska reatusz 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__2_2007-04-13_11_26_26__2_2007-04-13_11_26_26.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__2_2007-04-13_11_26_26__2_2007-04-13_11_26_26.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3554b82218fc7259464361184b2a3dbd5db3173
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__DOBRAJAKOSC__M__2_2007-04-13_11_26_26__2_2007-04-13_11_26_26.json
@@ -0,0 +1 @@
+{"full_text": "urchcia\u0142bym si\u0119 dowiedzie\u0107 w sprawie przejazd\u00f3w ulkowych dla honorowych kriadawc\u00f3w pan jako m\u0119\u017cczyzna musi mie\u0107 oddane osiemna\u015bcie litr\u00f3w krwi odpowiedniewpis o tym \u017ce odda\u0142 pan osiemna\u015bcie litr\u00f3w i na podstawie tego wpisu wraz z dokumentem to\u017csamo\u015bci przyjazdy bezp\u0142atne to nczy tyla jeszcze chcia\u0142em tak k bo mam yowany w\u0142a\u015bnie tenlantaryfowy ale pto obawi\u0105zuje w\u0142a\u015bnie i na metro tak prosz\u0119 nna ca\u0142o\u015b\u0107 komunikacji miejskiej organizowanej przez nas czyli metro autobusy tramwaje szybka kmiejska na ca\u0142ej trasie nasze autobusy pod miejskie czyli wszystkie siedemsetki osiemsetki no i tak \u017ce mamy tutaj umow\u0119 o wsp\u00f3lnym bilecie z kolejami mazowieckimi i wukd ale wje\u017celi chodzi o kolej mazowieckiej wukad to ich \u015brodkami mo\u017cna si\u0119 porusza\u0107 tylko w obr\u0119bie warszawy a tylko w obbi warszawy czyli utaj ta sytuacja ko\u0144cowa t dliczodwkienie w\u0119c to by\u0142aby\u0142y warszawa ursus tak tak tak tano dobrze to wystarczy w\u0142a\u015bnie to za\u015bwiadczenie to znaczy legitymacja legitymacja honorowego oodawcy z wpisem o oddaniu osiemnasto litr\u00f3w wraz dokumentem to\u017csamo\u015bciobrszeni", "transcription": ["urchcia\u0142bym", "si\u0119", "dowiedzie\u0107", "w", "sprawie", "przejazd\u00f3w", "ulkowych", "dla", "honorowych", "kriadawc\u00f3w", "pan", "jako", "m\u0119\u017cczyzna", "musi", "mie\u0107", "oddane", "osiemna\u015bcie", "litr\u00f3w", "krwi", "odpowiedniewpis", "o", "tym", "\u017ce", "odda\u0142", "pan", "osiemna\u015bcie", "litr\u00f3w", "i", "na", "podstawie", "tego", "wpisu", "wraz", "z", "dokumentem", "to\u017csamo\u015bci", "przyjazdy", "bezp\u0142atne", "to", "nczy", "tyla", "jeszcze", "chcia\u0142em", "tak", "k", "bo", "mam", "yowany", "w\u0142a\u015bnie", "tenlantaryfowy", "ale", "pto", "obawi\u0105zuje", "w\u0142a\u015bnie", "i", "na", "metro", "tak", 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\ No newline at end of file
diff --git a/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__KIEPSKAJAKOSC__M__2_2007-04-04_12_37_54__2_2007-04-04_12_37_54.json b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__KIEPSKAJAKOSC__M__2_2007-04-04_12_37_54__2_2007-04-04_12_37_54.json
new file mode 100644
index 0000000000000000000000000000000000000000..d72eddc1b76ae000ba446ba8b771a7c06fe9d8c9
--- /dev/null
+++ b/experiment_data/cached_asr/luna_wav2vec2_polish_asr/LUNA.PL__ZNIZKI__KIEPSKAJAKOSC__M__2_2007-04-04_12_37_54__2_2007-04-04_12_37_54.json
@@ -0,0 +1 @@
+{"full_text": "obs\u0142uh tej stonyprosz\u0119 pnjamm takie pytanie czy pa\u0144stwa odpowiadaj\u0105 na le rosz\u0119 pna a czego ml dotyczy\u0142 melnie chcia\u0142em si\u0119 dowiedzie\u0107 na temat zni\u017cych dla student\u00f3w dwa dni temu wys\u0142\u0142em ml i chcia\u0142em si\u0119 dowiedzi\u0107 je\u017celi nie to mo\u017ce pan mi powie przez telepowiem panu ale powinien pan dosta\u0107 nie spraanoja sprawdyom le nie dosta\u0142em przed wczoraj wyc\u0142a\u0142em tak \u0142adnie ale ndziwnynie dosta\u0142em dobre mo\u017ceodpowiadamy powinien pan dosta\u0107 la co si\u0119 sta\u0142o trudno mi poobrze obrzo\u017ce nie doszed\u0142 do nas tenmlr\u00f3wne rzeczy si\u0119 zdarzaj\u0105 nauham esty haselkosis dobrze niewa\u017cne z tym mejlem prosz\u0119 pana jestem studentem i chcia\u0142aby si\u0119 dowiedie\u0107 jaka zniszkamnie dotyczy na przejast \u015bodkami transportu miejskiego wenenjststudentem jakich studi\u00f3w zaocznych zaocznych alemagisterskich pierwsze stopnia cydoa licencje tk ak in\u017cniersipodstawie wa\u017cnejlegitymacji studenckiej pi\u0119\u0107dziesi\u0105tprcet bez wzgl\u0119du na wiek bez wzgl\u0119du na wiek tak w\u0142a\u015bnie o to mni\u0119 chodzi\u0142o no dzi\u0119kj\u0119 brdoasze wa wieenia oszenia", "transcription": ["obs\u0142uh", "tej", "stonyprosz\u0119", "pnjamm", "takie", "pytanie", "czy", "pa\u0144stwa", "odpowiadaj\u0105", "na", "le", "rosz\u0119", "pna", "a", "czego", "ml", "dotyczy\u0142", "melnie", "chcia\u0142em", "si\u0119", "dowiedzie\u0107", "na", "temat", "zni\u017cych", "dla", "student\u00f3w", "dwa", "dni", "temu", "wys\u0142\u0142em", "ml", "i", "chcia\u0142em", "si\u0119", "dowiedzi\u0107", "je\u017celi", "nie", "to", "mo\u017ce", "pan", "mi", "powie", "przez", "telepowiem", "panu", "ale", "powinien", "pan", "dosta\u0107", "nie", "spraanoja", "sprawdyom", "le", "nie", "dosta\u0142em", "przed", "wczoraj", "wyc\u0142a\u0142em", "tak", "\u0142adnie", "ale", "ndziwnynie", "dosta\u0142em", "dobre", 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71700}, {"end_ms": 71760, "start_ms": 71740}, {"end_ms": 71820, "start_ms": 71800}, {"end_ms": 71980, "start_ms": 71960}, {"end_ms": 72200, "start_ms": 72180}, {"end_ms": 72220, "start_ms": 72200}, {"end_ms": 72260, "start_ms": 72240}, {"end_ms": 72320, "start_ms": 72300}, {"end_ms": 72340, "start_ms": 72320}, {"end_ms": 72380, "start_ms": 72360}]}
\ No newline at end of file
diff --git a/experiment_data/cached_asr/process_data.py b/experiment_data/cached_asr/process_data.py
index f67c9527072d2c55aea8f3a8f4c5056afb4f10be..730ba747659ca4985e8f8ddc8cc10038a814dbea 100644
--- a/experiment_data/cached_asr/process_data.py
+++ b/experiment_data/cached_asr/process_data.py
@@ -3,13 +3,17 @@ from pathlib import Path
from pprint import pprint
if __name__ == '__main__':
- paths = sorted(list(Path('voicelab_cbiz_testset_20220322_techmo').iterdir()))
- for it in paths[:1]:
+ paths = sorted(list(Path('luna_wav2vec2_polish_asr').iterdir()))
+ ok = 0
+ for it in paths:
try:
data = json.load(open(it, 'r'))
- pprint(data)
- # data['transcription'] = [it['text']['text'] for it in data['transcription']]
+ # pprint(data['transcription'])
+ print(data['transcription'])
+ data['transcription'] = [it['text'] for it in data['transcription']]
# pprint(data)
- # json.dump(data, open(it, 'w'))
- except:
- print(it)
+ json.dump(data, open(it, 'w'))
+ ok +=1
+ except Exception as e:
+ print(e)
+ print(f'ok {ok}')
diff --git a/experiment_data/dataset_relation_manager_data/.gitignore b/experiment_data/dataset_relation_manager_data/.gitignore
index e00c0075d7c072c28d4938919c3c2c96d4505370..c80120af9af8f6655ecacac448a94c696e23c8e2 100644
--- a/experiment_data/dataset_relation_manager_data/.gitignore
+++ b/experiment_data/dataset_relation_manager_data/.gitignore
@@ -1,2 +1,5 @@
/luna
/voicelab_cbiz_testset_20220322
+/common_voice
+/minds14
+/google_fleurs
diff --git a/experiment_data/pipeline/asr_benchmark_common_voice/.gitignore b/experiment_data/pipeline/asr_benchmark_common_voice/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..c8b0dc4afba75283c5d3c8f89a409b20e57b4ad4
--- /dev/null
+++ b/experiment_data/pipeline/asr_benchmark_common_voice/.gitignore
@@ -0,0 +1,14 @@
+/gold_transcript
+/gold_transcript_spacy
+/google_polish_asr
+/word_google_metrics_wer
+/word_google_alignment_wer
+/google_spacy
+/pos_google_alignment_wer
+/pos_google_metrics_wer
+/word_google_metrics_wer_embeddings
+/word_google_alignment_wer_embeddings
+/ner_spacy_google_metrics_wer_embeddings
+/ner_spacy_google_alignment_wer_embeddings
+/tag_spacy_google_alignment_wer_embeddings
+/tag_spacy_google_metrics_wer_embeddings
diff --git a/experiment_data/pipeline/asr_benchmark_google_fleurs/.gitignore b/experiment_data/pipeline/asr_benchmark_google_fleurs/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..c8b0dc4afba75283c5d3c8f89a409b20e57b4ad4
--- /dev/null
+++ b/experiment_data/pipeline/asr_benchmark_google_fleurs/.gitignore
@@ -0,0 +1,14 @@
+/gold_transcript
+/gold_transcript_spacy
+/google_polish_asr
+/word_google_metrics_wer
+/word_google_alignment_wer
+/google_spacy
+/pos_google_alignment_wer
+/pos_google_metrics_wer
+/word_google_metrics_wer_embeddings
+/word_google_alignment_wer_embeddings
+/ner_spacy_google_metrics_wer_embeddings
+/ner_spacy_google_alignment_wer_embeddings
+/tag_spacy_google_alignment_wer_embeddings
+/tag_spacy_google_metrics_wer_embeddings
diff --git a/experiment_data/pipeline/asr_benchmark_minds14/.gitignore b/experiment_data/pipeline/asr_benchmark_minds14/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..c8b0dc4afba75283c5d3c8f89a409b20e57b4ad4
--- /dev/null
+++ b/experiment_data/pipeline/asr_benchmark_minds14/.gitignore
@@ -0,0 +1,14 @@
+/gold_transcript
+/gold_transcript_spacy
+/google_polish_asr
+/word_google_metrics_wer
+/word_google_alignment_wer
+/google_spacy
+/pos_google_alignment_wer
+/pos_google_metrics_wer
+/word_google_metrics_wer_embeddings
+/word_google_alignment_wer_embeddings
+/ner_spacy_google_metrics_wer_embeddings
+/ner_spacy_google_alignment_wer_embeddings
+/tag_spacy_google_alignment_wer_embeddings
+/tag_spacy_google_metrics_wer_embeddings
diff --git a/l.py b/l.py
deleted file mode 100644
index b4356412125d8249f491df2885aa053116c5fe60..0000000000000000000000000000000000000000
--- a/l.py
+++ /dev/null
@@ -1,8 +0,0 @@
-from pprint import pprint
-
-import requests
-
-if __name__ == '__main__':
- text = 'Rano o 7 chodzÄ™ do pracy'
- j = requests.post('http://localhost:8080/parse', data={'locale': 'pl_PL', 'text': text}).json()
- pprint(j)
diff --git a/poetry.lock b/poetry.lock
index 990acb4ef33a150949f947acb6cb91b1ed17dac0..cf4bd510460b20b3b6f7ef656bbfc0f13da1c833 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -134,6 +134,14 @@ docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
+[[package]]
+name = "audioread"
+version = "2.1.9"
+description = "multi-library, cross-platform audio decoding"
+category = "main"
+optional = false
+python-versions = "*"
+
[[package]]
name = "black"
version = "20.8b1"
@@ -305,6 +313,51 @@ category = "main"
optional = false
python-versions = "*"
+[[package]]
+name = "datasets"
+version = "2.3.2"
+description = "HuggingFace community-driven open-source library of datasets"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+aiohttp = "*"
+dill = "<0.3.6"
+fsspec = {version = ">=2021.05.0", extras = ["http"]}
+huggingface-hub = ">=0.1.0,<1.0.0"
+multiprocess = "*"
+numpy = ">=1.17"
+packaging = "*"
+pandas = "*"
+pyarrow = ">=6.0.0"
+requests = ">=2.19.0"
+responses = "<0.19"
+tqdm = ">=4.62.1"
+xxhash = "*"
+
+[package.extras]
+apache-beam = ["apache-beam (>=2.26.0)"]
+audio = ["librosa"]
+benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.6.0)", "transformers (==3.0.2)"]
+dev = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore (==1.4.2)", "boto3 (==1.17.106)", "botocore (==1.20.106)", "faiss-cpu (>=1.6.4)", "fsspec", "moto[server,s3] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "lz4", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "sentencepiece", "sacremoses", "bert-score (>=0.3.6)", "jiwer", "mauve-text", "rouge-score", "sacrebleu", "scikit-learn", "scipy", "seqeval", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)", "importlib-resources"]
+docs = ["s3fs"]
+quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
+s3 = ["fsspec", "boto3", "botocore", "s3fs"]
+tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"]
+tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
+tests = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore (==1.4.2)", "boto3 (==1.17.106)", "botocore (==1.20.106)", "faiss-cpu (>=1.6.4)", "fsspec", "moto[server,s3] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "lz4", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "sentencepiece", "sacremoses", "bert-score (>=0.3.6)", "jiwer", "mauve-text", "rouge-score", "sacrebleu", "scikit-learn", "scipy", "seqeval", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "importlib-resources"]
+torch = ["torch"]
+vision = ["Pillow (>=6.2.1)"]
+
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
[[package]]
name = "dictdiffer"
version = "0.9.0"
@@ -319,6 +372,17 @@ docs = ["Sphinx (>=3)", "sphinx-rtd-theme (>=0.2)"]
numpy = ["numpy (>=1.13.0)", "numpy (>=1.15.0)", "numpy (>=1.18.0)", "numpy (>=1.20.0)"]
tests = ["check-manifest (>=0.42)", "mock (>=1.3.0)", "pytest-cov (>=2.10.1)", "pytest-isort (>=1.2.0)", "sphinx (>=3)", "tox (>=3.7.0)", "pytest (==5.4.3)", "pytest-pycodestyle (>=2)", "pytest-pydocstyle (>=2)", "pytest (>=6)", "pytest-pycodestyle (>=2.2.0)", "pytest-pydocstyle (>=2.2.0)"]
+[[package]]
+name = "dill"
+version = "0.3.5.1"
+description = "serialize all of python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
+
[[package]]
name = "diskcache"
version = "5.4.0"
@@ -345,7 +409,7 @@ python-versions = ">=3"
[[package]]
name = "dulwich"
-version = "0.20.35"
+version = "0.20.43"
description = "Python Git Library"
category = "main"
optional = false
@@ -358,16 +422,16 @@ urllib3 = ">=1.24.1"
[package.extras]
fastimport = ["fastimport"]
https = ["urllib3[secure] (>=1.24.1)"]
+paramiko = ["paramiko"]
pgp = ["gpg"]
-watch = ["pyinotify"]
[[package]]
name = "dvc"
-version = "2.10.1"
+version = "2.11.0"
description = "Git for data scientists - manage your code and data together"
category = "main"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
[package.dependencies]
aiobotocore = {version = ">2", extras = ["boto3"], optional = true, markers = "extra == \"s3\""}
@@ -375,19 +439,18 @@ aiohttp-retry = ">=2.4.5"
appdirs = ">=1.4.3"
colorama = ">=0.3.9"
configobj = ">=5.0.6"
-dictdiffer = ">=0.8.1"
-diskcache = ">=5.2.1"
distro = ">=1.3.0"
dpath = ">=2.0.2,<3"
-dvc-render = "0.0.4"
+dvc-data = "0.0.2"
+dvc-render = "0.0.5"
+dvclive = ">=0.7.3"
flatten-dict = ">=0.4.1,<1"
"flufl.lock" = ">=5"
fsspec = {version = ">=2021.10.1", extras = ["http"]}
funcy = ">=1.14"
grandalf = "0.6"
importlib-resources = {version = ">=5.2.2", markers = "python_version < \"3.9\""}
-nanotime = ">=0.5.2"
-networkx = ">=2.5"
+networkx = ">=2.5,<2.8.3"
packaging = ">=19.0"
pathspec = ">=0.9.0,<0.10.0"
psutil = ">=5.8.0"
@@ -398,8 +461,8 @@ python-benedict = ">=0.24.2"
requests = ">=2.22.0"
rich = ">=10.13.0"
"ruamel.yaml" = ">=0.17.11"
-s3fs = {version = ">=2021.11.1", extras = ["boto3"], optional = true, markers = "extra == \"s3\""}
-scmrepo = "0.0.16"
+s3fs = {version = ">=2022.02.0", extras = ["boto3"], optional = true, markers = "extra == \"s3\""}
+scmrepo = "0.0.24"
shortuuid = ">=0.5.0"
shtab = ">=1.3.4,<2"
tabulate = ">=0.8.7"
@@ -410,24 +473,75 @@ voluptuous = ">=0.11.7"
"zc.lockfile" = ">=1.2.1"
[package.extras]
-all = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.9.4)", "gcsfs (>=2021.11.1)", "pyarrow (>=1)", "fsspec", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2021.11.1)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2021.11.2)", "webdav4 (>=0.9.3)"]
+all = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.10.1)", "gcsfs (>=2021.11.1)", "pyarrow (>=1)", "fsspec", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2022.6.0)", "webdav4 (>=0.9.3)"]
azure = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack"]
-dev = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.9.4)", "gcsfs (>=2021.11.1)", "pyarrow (>=1)", "fsspec", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2021.11.1)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2021.11.2)", "webdav4 (>=0.9.3)", "tpi[ssh] (>=2.1.0)", "dvc-ssh (==0.0.1a0)", "pytest (==7.1.1)", "pytest-cov (==3.0.0)", "pytest-xdist (==2.5.0)", "pytest-mock (==3.7.0)", "pytest-lazy-fixture (==0.6.3)", "flaky (==3.7.0)", "mock (==4.0.3)", "pytest-timeout (==2.1.0)", "filelock (==3.6.0)", "pylint (==2.12.2)", "pylint-pytest (==1.1.2)", "pylint-plugin-utils (==0.7)", "mypy (==0.942)", "types-requests (>=2.27.15)", "types-tabulate (>=0.8.6)", "types-toml (>=0.10.4)", "dvclive[image] (==0.6.0)", "pytest-docker (==0.11.0)", "pywin32 (>=225)"]
-gdrive = ["pydrive2[fsspec] (>=1.9.4)"]
+dev = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.10.1)", "gcsfs (>=2021.11.1)", "pyarrow (>=1)", "fsspec", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2022.6.0)", "webdav4 (>=0.9.3)", "tpi[ssh] (>=2.1.0)", "dvc-ssh (==0.0.1a0)", "pytest (==7.1.2)", "pytest-cov (==3.0.0)", "pytest-xdist (==2.5.0)", "pytest-mock (==3.7.0)", "pytest-lazy-fixture (==0.6.3)", "flaky (==3.7.0)", "mock (==4.0.3)", "pytest-timeout (==2.1.0)", "filelock (==3.7.0)", "pylint (==2.13.9)", "pylint-pytest (==1.1.2)", "pylint-plugin-utils (==0.7)", "mypy (==0.942)", "types-requests (>=2.27.15)", "types-tabulate (>=0.8.6)", "types-toml (>=0.10.4)", "dvclive[image] (>=0.7.3)", "pytest-docker (==0.11.0)", "pywin32 (>=225)"]
+gdrive = ["pydrive2[fsspec] (>=1.10.1)"]
gs = ["gcsfs (>=2021.11.1)"]
hdfs = ["pyarrow (>=1)", "fsspec"]
oss = ["ossfs (>=2021.8.0)"]
-s3 = ["s3fs[boto3] (>=2021.11.1)", "aiobotocore[boto3] (>2)"]
-ssh = ["bcrypt", "sshfs[bcrypt] (>=2021.11.2)"]
-ssh_gssapi = ["sshfs[gssapi] (>=2021.11.2)"]
+s3 = ["s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)"]
+ssh = ["bcrypt", "sshfs[bcrypt] (>=2022.6.0)"]
+ssh_gssapi = ["sshfs[gssapi] (>=2022.6.0)"]
terraform = ["tpi[ssh] (>=2.1.0)"]
-tests = ["tpi[ssh] (>=2.1.0)", "dvc-ssh (==0.0.1a0)", "pytest (==7.1.1)", "pytest-cov (==3.0.0)", "pytest-xdist (==2.5.0)", "pytest-mock (==3.7.0)", "pytest-lazy-fixture (==0.6.3)", "flaky (==3.7.0)", "mock (==4.0.3)", "pytest-timeout (==2.1.0)", "filelock (==3.6.0)", "pylint (==2.12.2)", "pylint-pytest (==1.1.2)", "pylint-plugin-utils (==0.7)", "mypy (==0.942)", "types-requests (>=2.27.15)", "types-tabulate (>=0.8.6)", "types-toml (>=0.10.4)", "dvclive[image] (==0.6.0)", "pytest-docker (==0.11.0)", "pywin32 (>=225)"]
+tests = ["tpi[ssh] (>=2.1.0)", "dvc-ssh (==0.0.1a0)", "pytest (==7.1.2)", "pytest-cov (==3.0.0)", "pytest-xdist (==2.5.0)", "pytest-mock (==3.7.0)", "pytest-lazy-fixture (==0.6.3)", "flaky (==3.7.0)", "mock (==4.0.3)", "pytest-timeout (==2.1.0)", "filelock (==3.7.0)", "pylint (==2.13.9)", "pylint-pytest (==1.1.2)", "pylint-plugin-utils (==0.7)", "mypy (==0.942)", "types-requests (>=2.27.15)", "types-tabulate (>=0.8.6)", "types-toml (>=0.10.4)", "dvclive[image] (>=0.7.3)", "pytest-docker (==0.11.0)", "pywin32 (>=225)"]
webdav = ["webdav4 (>=0.9.3)"]
webdhfs_kerberos = ["requests-kerberos (==0.14.0)"]
+[[package]]
+name = "dvc-data"
+version = "0.0.2"
+description = "dvc data"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+dictdiffer = ">=0.8.1"
+dvc-objects = "0.0.2"
+funcy = ">=1.14"
+pygtrie = ">=2.3.2"
+shortuuid = ">=0.5.0"
+
+[package.extras]
+dev = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.7.0)", "pylint (==2.13.9)", "mypy (==0.950)"]
+tests = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.7.0)", "pylint (==2.13.9)", "mypy (==0.950)"]
+
+[[package]]
+name = "dvc-objects"
+version = "0.0.2"
+description = "dvc objects"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+diskcache = ">=5.2.1"
+flatten-dict = ">=0.4.1,<1"
+fsspec = ">=2021.10.1"
+funcy = ">=1.14"
+nanotime = ">=0.5.2"
+shortuuid = ">=0.5.0"
+tqdm = ">=4.63.1,<5"
+typing-extensions = ">=3.7.4"
+
+[package.extras]
+all = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.10.1)", "gcsfs (>=2021.11.1)", "pyarrow (>=1)", "fsspec", "aiohttp-retry (>=2.4.5)", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2021.11.2)", "webdav4 (>=0.9.3)"]
+azure = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack"]
+dev = ["pytest (==6.2.5)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.6.1)", "pylint (==2.12.2)", "mypy (==0.931)", "adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.10.1)", "gcsfs (>=2021.11.1)", "pyarrow (>=1)", "fsspec", "aiohttp-retry (>=2.4.5)", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2021.11.2)", "webdav4 (>=0.9.3)"]
+gdrive = ["pydrive2[fsspec] (>=1.10.1)"]
+gs = ["gcsfs (>=2021.11.1)"]
+hdfs = ["pyarrow (>=1)", "fsspec"]
+http = ["aiohttp-retry (>=2.4.5)"]
+oss = ["ossfs (>=2021.8.0)"]
+s3 = ["s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)"]
+ssh = ["bcrypt", "sshfs[bcrypt] (>=2021.11.2)"]
+tests = ["pytest (==6.2.5)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.6.1)", "pylint (==2.12.2)", "mypy (==0.931)"]
+webdav = ["webdav4 (>=0.9.3)"]
+
[[package]]
name = "dvc-render"
-version = "0.0.4"
+version = "0.0.5"
description = "DVC render"
category = "main"
optional = false
@@ -438,8 +552,47 @@ funcy = ">=1.17"
tabulate = ">=0.8.7"
[package.extras]
-dev = ["pytest (==6.2.5)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.6.1)", "pylint (==2.12.2)", "mypy (==0.930)", "pytest-test-utils (>=0.0.6)"]
-tests = ["pytest (==6.2.5)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.6.1)", "pylint (==2.12.2)", "mypy (==0.930)", "pytest-test-utils (>=0.0.6)"]
+dev = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.7.0)", "pylint (==2.13.7)", "mypy (==0.942)", "pytest-test-utils (>=0.0.6)", "mkdocs (==1.3.0)", "mkdocs-gen-files (==0.3.4)", "mkdocs-material (==8.2.11)", "mkdocs-section-index (==0.3.4)", "mkdocstrings-python (==0.6.6)"]
+docs = ["mkdocs (==1.3.0)", "mkdocs-gen-files (==0.3.4)", "mkdocs-material (==8.2.11)", "mkdocs-section-index (==0.3.4)", "mkdocstrings-python (==0.6.6)"]
+tests = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.7.0)", "pylint (==2.13.7)", "mypy (==0.942)", "pytest-test-utils (>=0.0.6)"]
+
+[[package]]
+name = "dvclive"
+version = "0.9.0"
+description = "Metric logger for ML projects."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+dvc-render = "*"
+
+[package.extras]
+all = ["dvc-render", "pillow", "mmcv", "tensorflow", "xgboost", "lightgbm", "transformers", "datasets", "catalyst (<=21.12)", "fastai", "pytorch-lightning (>=1.6)", "scikit-learn"]
+catalyst = ["catalyst (<=21.12)"]
+fastai = ["fastai"]
+huggingface = ["transformers", "datasets"]
+image = ["pillow"]
+lgbm = ["lightgbm"]
+mmcv = ["mmcv"]
+plots = ["scikit-learn"]
+pytorch_lightning = ["pytorch-lightning (>=1.6)"]
+sklearn = ["scikit-learn"]
+tests = ["pylint (==2.5.3)", "pytest (>=6.0.1)", "pre-commit", "pylint-plugin-utils (>=0.6)", "pytest-cov (>=2.12.1)", "pytest-mock (>=3.6.1)", "pandas (>=1.3.1)", "funcy (>=1.14)", "dvc (>=2.0.0)", "dvc-render", "pillow", "mmcv", "tensorflow", "xgboost", "lightgbm", "transformers", "datasets", "catalyst (<=21.12)", "fastai", "pytorch-lightning (>=1.6)", "scikit-learn"]
+tf = ["tensorflow"]
+xgb = ["xgboost"]
+
+[[package]]
+name = "filelock"
+version = "3.7.1"
+description = "A platform independent file lock."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
+testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
[[package]]
name = "flask"
@@ -600,6 +753,31 @@ pyparsing = "*"
[package.extras]
full = ["numpy", "ply"]
+[[package]]
+name = "huggingface-hub"
+version = "0.8.0"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+filelock = "*"
+packaging = ">=20.9"
+pyyaml = ">=5.1"
+requests = "*"
+tqdm = "*"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["pytest", "pytest-cov", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+dev = ["pytest", "pytest-cov", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+fastai = ["toml", "fastai (>=2.4)", "fastcore (>=1.3.27)"]
+quality = ["black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+tensorflow = ["tensorflow", "pydot", "graphviz"]
+testing = ["pytest", "pytest-cov", "datasets", "soundfile"]
+torch = ["torch"]
+
[[package]]
name = "idna"
version = "3.3"
@@ -667,6 +845,14 @@ category = "main"
optional = false
python-versions = ">=3.7"
+[[package]]
+name = "joblib"
+version = "1.1.0"
+description = "Lightweight pipelining with Python functions"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
[[package]]
name = "langcodes"
version = "3.3.0"
@@ -678,6 +864,40 @@ python-versions = ">=3.6"
[package.extras]
data = ["language-data (>=1.1,<2.0)"]
+[[package]]
+name = "librosa"
+version = "0.9.1"
+description = "Python module for audio and music processing"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+audioread = ">=2.1.5"
+decorator = ">=4.0.10"
+joblib = ">=0.14"
+numba = ">=0.45.1"
+numpy = ">=1.17.0"
+packaging = ">=20.0"
+pooch = ">=1.0"
+resampy = ">=0.2.2"
+scikit-learn = ">=0.19.1"
+scipy = ">=1.2.0"
+soundfile = ">=0.10.2"
+
+[package.extras]
+display = ["matplotlib (>=3.3.0)"]
+docs = ["numpydoc", "sphinx (!=1.3.1)", "sphinx-rtd-theme (>=0.5.0,<0.6.0)", "numba (<0.50)", "matplotlib (>=3.3.0)", "sphinx-multiversion (>=0.2.3)", "sphinx-gallery (>=0.7)", "mir-eval (>=0.5)", "ipython (>=7.0)", "sphinxcontrib-svg2pdfconverter", "presets"]
+tests = ["matplotlib (>=3.3.0)", "pytest-mpl", "pytest-cov", "pytest", "contextlib2", "samplerate", "soxr"]
+
+[[package]]
+name = "llvmlite"
+version = "0.34.0"
+description = "lightweight wrapper around basic LLVM functionality"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
[[package]]
name = "mailchecker"
version = "4.1.16"
@@ -722,6 +942,17 @@ category = "main"
optional = false
python-versions = ">=3.7"
+[[package]]
+name = "multiprocess"
+version = "0.70.13"
+description = "better multiprocessing and multithreading in python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+
+[package.dependencies]
+dill = ">=0.3.5.1"
+
[[package]]
name = "murmurhash"
version = "1.0.7"
@@ -777,6 +1008,18 @@ doc = ["sphinx (>=4.5)", "pydata-sphinx-theme (>=0.8.1)", "sphinx-gallery (>=0.1
extra = ["lxml (>=4.6)", "pygraphviz (>=1.9)", "pydot (>=1.4.2)", "sympy (>=1.10)"]
test = ["pytest (>=7.1)", "pytest-cov (>=3.0)", "codecov (>=2.1)"]
+[[package]]
+name = "numba"
+version = "0.51.2"
+description = "compiling Python code using LLVM"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+llvmlite = ">=0.34.0.dev0,<0.35"
+numpy = ">=1.15"
+
[[package]]
name = "numpy"
version = "1.21.1"
@@ -882,6 +1125,24 @@ python-versions = ">=3.6,<4.0"
pastel = ">=0.2.0,<0.3.0"
tomlkit = ">=0.6.0,<1.0.0"
+[[package]]
+name = "pooch"
+version = "1.6.0"
+description = "\"Pooch manages your Python library's sample data files: it automatically downloads and stores them in a local directory, with support for versioning and corruption checks.\""
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+appdirs = ">=1.3.0"
+packaging = ">=20.0"
+requests = ">=2.19.0"
+
+[package.extras]
+progress = ["tqdm (>=4.41.0,<5.0.0)"]
+sftp = ["paramiko (>=2.7.0)"]
+xxhash = ["xxhash (>=1.4.3)"]
+
[[package]]
name = "preshed"
version = "3.0.6"
@@ -913,6 +1174,17 @@ category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+[[package]]
+name = "pyarrow"
+version = "8.0.0"
+description = "Python library for Apache Arrow"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.16.6"
+
[[package]]
name = "pycparser"
version = "2.21"
@@ -1011,6 +1283,20 @@ python-versions = ">=3.6"
[package.extras]
diagrams = ["jinja2", "railroad-diagrams"]
+[[package]]
+name = "pysoundfile"
+version = "0.9.0.post1"
+description = "An audio library based on libsndfile, CFFI and NumPy"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+cffi = ">=0.6"
+
+[package.extras]
+numpy = ["numpy"]
+
[[package]]
name = "pytest"
version = "5.4.3"
@@ -1128,6 +1414,39 @@ urllib3 = ">=1.21.1,<1.27"
socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
+[[package]]
+name = "resampy"
+version = "0.2.2"
+description = "Efficient signal resampling"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+numba = ">=0.32"
+numpy = ">=1.10"
+scipy = ">=0.13"
+six = ">=1.3"
+
+[package.extras]
+docs = ["sphinx (!=1.3.1)", "numpydoc"]
+tests = ["pytest (<4)", "pytest-cov"]
+
+[[package]]
+name = "responses"
+version = "0.18.0"
+description = "A utility library for mocking out the `requests` Python library."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+requests = ">=2.0,<3.0"
+urllib3 = ">=1.25.10"
+
+[package.extras]
+tests = ["pytest (>=4.6)", "coverage (>=6.0.0)", "pytest-cov", "pytest-localserver", "flake8", "types-mock", "types-requests", "mypy"]
+
[[package]]
name = "rich"
version = "12.1.0"
@@ -1198,9 +1517,40 @@ botocore = ">=1.12.36,<2.0a.0"
[package.extras]
crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
+[[package]]
+name = "scikit-learn"
+version = "1.1.1"
+description = "A set of python modules for machine learning and data mining"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+joblib = ">=1.0.0"
+numpy = ">=1.17.3"
+scipy = ">=1.3.2"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+benchmark = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "memory-profiler (>=0.57.0)"]
+docs = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.2.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
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+
+[[package]]
+name = "scipy"
+version = "1.6.1"
+description = "SciPy: Scientific Library for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.16.5"
+
[[package]]
name = "scmrepo"
-version = "0.0.16"
+version = "0.0.24"
description = "SCM wrapper and fsspec filesystem for Git for use in DVC"
category = "main"
optional = false
@@ -1208,7 +1558,7 @@ python-versions = ">=3.7"
[package.dependencies]
asyncssh = ">=2.7.1,<3"
-dulwich = ">=0.20.34"
+dulwich = ">=0.20.38"
fsspec = ">=2021.7.0"
funcy = ">=1.14"
gitpython = ">3"
@@ -1217,7 +1567,7 @@ pygit2 = ">=1.7.2"
pygtrie = ">=2.3.2"
[package.extras]
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[[package]]
name = "shortuuid"
@@ -1268,6 +1618,20 @@ category = "main"
optional = false
python-versions = ">=3.6"
+[[package]]
+name = "soundfile"
+version = "0.10.3.post1"
+description = "An audio library based on libsndfile, CFFI and NumPy"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+cffi = ">=1.0"
+
+[package.extras]
+numpy = ["numpy"]
+
[[package]]
name = "spacy"
version = "3.2.4"
@@ -1409,6 +1773,14 @@ mxnet = ["mxnet (>=1.5.1,<1.6.0)"]
tensorflow = ["tensorflow (>=2.0.0,<2.6.0)"]
torch = ["torch (>=1.6.0)"]
+[[package]]
+name = "threadpoolctl"
+version = "3.1.0"
+description = "threadpoolctl"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
[[package]]
name = "toml"
version = "0.10.2"
@@ -1425,6 +1797,28 @@ category = "dev"
optional = false
python-versions = ">=3.6,<4.0"
+[[package]]
+name = "torch"
+version = "1.11.0"
+description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+typing-extensions = "*"
+
+[[package]]
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+description = "An audio package for PyTorch"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+torch = "1.11.0"
+
[[package]]
name = "tqdm"
version = "4.64.0"
@@ -1539,6 +1933,14 @@ category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+[[package]]
+name = "xxhash"
+version = "3.0.0"
+description = "Python binding for xxHash"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
[[package]]
name = "yarl"
version = "1.7.2"
@@ -1580,7 +1982,7 @@ developer = []
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lock-version = "1.1"
python-versions = "^3.8"
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[metadata.files]
aiobotocore = [
@@ -1696,6 +2098,9 @@ attrs = [
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]
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@@ -1846,10 +2251,22 @@ cymem = [
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]
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@@ -1863,35 +2280,51 @@ dpath = [
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yarl = [
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diff --git a/pyproject.toml b/pyproject.toml
index be0a2a1c0bb74c97a43c673e84ff81aeb1ec9fc5..fc8f1a59bb984822334282160fa3beb826d38fa2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,6 +23,10 @@ Flask-HTTPAuth = "^4.4.0"
minio = "^7.1.6"
dvc = {extras = ["s3"], version = "^2.10.1"}
spacy = "^3.2.4"
+PySoundFile = "^0.9.0"
+datasets = "^2.3.2"
+torchaudio = "^0.11.0"
+librosa = "^0.9.1"
[tool.poetry.dev-dependencies]
pytest = "^5.2"
diff --git a/run_repro_in_background.sh b/run_repro_in_background.sh
index dd8cda1dc412fca370c01d821955db45d7036f42..12e018a4360a858d063c36324cd661959e3af480 100755
--- a/run_repro_in_background.sh
+++ b/run_repro_in_background.sh
@@ -1,3 +1,3 @@
#!/bin/bash
-# dvc repro earnings21_processing > repro.log 2>&1 &
-python -u experiment/earnings/pipeline.py > repro.log 2>&1 &
+dvc repro common_voice_import_processing > repro.log 2>&1 &
+#python -u experiment/earnings/pipeline.py > repro.log 2>&1 &