| { |
| "epoch": 1, |
| "global_step": 3500, |
| "model_source": "raw", |
| "metrics": { |
| "loss": 18.578019591455305, |
| "main_ctc_loss": 18.578019591455305, |
| "aed_loss": 0.0, |
| "liberta_distill_loss": 0.0, |
| "audio_teacher_loss": 0.0, |
| "cer": 0.9976563762728301, |
| "wer": 1.379997366919735, |
| "avg_blank_probability": 0.41341866856379217, |
| "argmax_blank_fraction": 0.6132503103736996, |
| "avg_top_nonblank_probability": 0.11644891509352885, |
| "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": 2.281264007171672, |
| "cer_short": 1.1766530382066827, |
| "samples_medium": 2021.0, |
| "wer_medium": 1.1605457025920873, |
| "cer_medium": 0.9553764694129009, |
| "samples_long": 0.0, |
| "decoded_empty_fraction": 0.20848938826466917, |
| "decoded_avg_char_length": 17.413233458177277, |
| "decoded_avg_word_length": 5.819912609238452, |
| "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/2189.wav", |
| "speaker_id": "", |
| "reference": "До чорта в зуби потрапити?", |
| "hypothesis": "іс іс іс іс іча іс іс іс і" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2682.wav", |
| "speaker_id": "", |
| "reference": "Гірко поробити, солодко з'їсти.", |
| "hypothesis": "іс і теча іс іс ігу іс іс іс і" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2680.wav", |
| "speaker_id": "", |
| "reference": "Я маю деякі поради.", |
| "hypothesis": "іс і с іс м людей і" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/540.wav", |
| "speaker_id": "", |
| "reference": "Послухаймо професора.", |
| "hypothesis": "іс і с ці с ісчас с і" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2980.wav", |
| "speaker_id": "", |
| "reference": "Що то Айвовкою зовуть?", |
| "hypothesis": "с і і і с іс іс" |
| } |
| ], |
| "random_examples": [ |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/375.wav", |
| "speaker_id": "", |
| "reference": "Читачі, гадаю, не забули про Сарайську єпархію, підлеглу митрополитові.", |
| "hypothesis": "і сс с" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1367.wav", |
| "speaker_id": "", |
| "reference": "Стьогнув ще турна через лоб.", |
| "hypothesis": "і і с с с" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/849.wav", |
| "speaker_id": "", |
| "reference": "Князь у всьому був залежний від хана.", |
| "hypothesis": "ісс ім з і іс іс і" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1003.wav", |
| "speaker_id": "", |
| "reference": "Дивуватися не варто бували вигадки і гидотніші, і брехливіші.", |
| "hypothesis": "" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3232.wav", |
| "speaker_id": "", |
| "reference": "На редактора це вам буде дорого коштувати, коли я буду у вас редактором.", |
| "hypothesis": "с" |
| } |
| ], |
| "speaker_metrics": { |
| "speaker_count": 0, |
| "speaker_macro_wer": 0.0, |
| "speaker_id_available": false, |
| "missing_speaker_id_samples": 3204, |
| "per_speaker": {} |
| }, |
| "split_audit": { |
| "counts": { |
| "train": { |
| "samples": 648240, |
| "speakers": 0, |
| "records_with_speaker_id": 0, |
| "hours": 1264.353836267957 |
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| "validation": { |
| "samples": 3204, |
| "speakers": 0, |
| "records_with_speaker_id": 0, |
| "hours": 4.629311440972232 |
| } |
| }, |
| "hours": { |
| "train": 1264.353836267957, |
| "validation": 4.629311440972232 |
| }, |
| "total_hours": 1268.9831477089292, |
| "speaker_overlaps": { |
| "train_vs_validation": 0 |
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| "speaker_balance_ratio": 1.0, |
| "speaker_id_available": false |
| } |
| } |
