| { |
| "epoch": 3, |
| "global_step": 60000, |
| "model_source": "raw", |
| "metrics": { |
| "loss": 0.3482800841615762, |
| "main_ctc_loss": 0.3482800841615762, |
| "aed_loss": 0.0, |
| "liberta_distill_loss": 0.0, |
| "audio_teacher_loss": 0.0, |
| "cer": 0.04063628037282474, |
| "wer": 0.2002018694869882, |
| "avg_blank_probability": 0.7947598638265351, |
| "argmax_blank_fraction": 0.7999461056521697, |
| "avg_top_nonblank_probability": 0.19575466599673175, |
| "avg_output_frames": 129.72159800249688, |
| "avg_target_tokens": 24.885455680399502, |
| "target_tokens_per_frame": 0.1918374123013849, |
| "impossible_sample_fraction": 0.0, |
| "tight_sample_fraction": 0.0, |
| "samples_short": 1183.0, |
| "wer_short": 0.2436127297176154, |
| "cer_short": 0.05026082052728042, |
| "samples_medium": 2021.0, |
| "wer_medium": 0.18963165075034105, |
| "cer_medium": 0.03836291584801359, |
| "samples_long": 0.0, |
| "decoded_empty_fraction": 0.0, |
| "decoded_avg_char_length": 46.30867665418227, |
| "decoded_avg_word_length": 7.063670411985019, |
| "speaker_count": 0.0, |
| "speaker_macro_wer": 0.0, |
| "speaker_id_available": 0.0, |
| "missing_speaker_id_samples": 3204.0 |
| }, |
| "hardest_examples": [ |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2395.wav", |
| "speaker_id": "", |
| "reference": "Я прошу секунду уваги.", |
| "hypothesis": "Я прошу складду уваги." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/662.wav", |
| "speaker_id": "", |
| "reference": "Тире?", |
| "hypothesis": "Тира." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/543.wav", |
| "speaker_id": "", |
| "reference": "А ви спробуйте.", |
| "hypothesis": "А ви спробуйте?" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3426.wav", |
| "speaker_id": "", |
| "reference": "Украли щось?", |
| "hypothesis": "Украли щось." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2465.wav", |
| "speaker_id": "", |
| "reference": "Але ви?", |
| "hypothesis": "Але ви." |
| } |
| ], |
| "random_examples": [ |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/592.wav", |
| "speaker_id": "", |
| "reference": "Але не будеш і Гатиловою, відповів їй Валтарій Аквітанський.", |
| "hypothesis": "Але не будеш І Гатиловою, відповів її Валтарій Аквітанський" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3190.wav", |
| "speaker_id": "", |
| "reference": "А ти, княже?", |
| "hypothesis": "А ти, княже." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1073.wav", |
| "speaker_id": "", |
| "reference": "Так, як і була.", |
| "hypothesis": "Так, як і була." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2130.wav", |
| "speaker_id": "", |
| "reference": "Людина конечна і за своєю суттю хоче закінчених історій.", |
| "hypothesis": "Людина конечна і за своєю суті хоче закінчених історій." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2548.wav", |
| "speaker_id": "", |
| "reference": "Едгар Дега всесвітньо відомий художник, який зображав на полотнах українок.", |
| "hypothesis": "Едгард Даяга всесвітньо відомий художник, який зображав на полотнах українок." |
| } |
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| "speaker_id_available": false, |
| "missing_speaker_id_samples": 3204, |
| "per_speaker": {} |
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| "split_audit": { |
| "counts": { |
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| "samples": 648240, |
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| "hours": 1264.353836267957 |
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| "validation": { |
| "samples": 3204, |
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| "records_with_speaker_id": 0, |
| "hours": 4.629311440972232 |
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| "hours": { |
| "train": 1264.353836267957, |
| "validation": 4.629311440972232 |
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| "total_hours": 1268.9831477089292, |
| "speaker_overlaps": { |
| "train_vs_validation": 0 |
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| "speaker_balance_ratio": 1.0, |
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