| { |
| "epoch": 2, |
| "global_step": 15500, |
| "model_source": "raw", |
| "metrics": { |
| "loss": 0.450863425227489, |
| "main_ctc_loss": 0.450863425227489, |
| "aed_loss": 0.0, |
| "liberta_distill_loss": 0.0, |
| "audio_teacher_loss": 0.0, |
| "cer": 0.05283255212542428, |
| "wer": 0.255847632421995, |
| "avg_blank_probability": 0.7713113150744891, |
| "argmax_blank_fraction": 0.7810854899092458, |
| "avg_top_nonblank_probability": 0.21430053096127466, |
| "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": 0.30322725235320486, |
| "cer_short": 0.06259692654730016, |
| "samples_medium": 2021.0, |
| "wer_medium": 0.24431105047748977, |
| "cer_medium": 0.05052615804722102, |
| "samples_long": 0.0, |
| "decoded_empty_fraction": 0.00031210986267166043, |
| "decoded_avg_char_length": 46.25717852684145, |
| "decoded_avg_word_length": 7.061797752808989, |
| "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/1668.wav", |
| "speaker_id": "", |
| "reference": "Її?", |
| "hypothesis": "Ії." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1600.wav", |
| "speaker_id": "", |
| "reference": "Пали?", |
| "hypothesis": "Пали." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2777.wav", |
| "speaker_id": "", |
| "reference": "Це був лиш сон.", |
| "hypothesis": "Це був лишстом." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3382.wav", |
| "speaker_id": "", |
| "reference": "А що?", |
| "hypothesis": "А що." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3390.wav", |
| "speaker_id": "", |
| "reference": "Нога?", |
| "hypothesis": "Нога." |
| } |
| ], |
| "random_examples": [ |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/569.wav", |
| "speaker_id": "", |
| "reference": "Богдан посміхнувся й по хвилі сказав.", |
| "hypothesis": "Богдан посміхнувся, й по хвилі сказав." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3408.wav", |
| "speaker_id": "", |
| "reference": "Мене ж мати та й не била.", |
| "hypothesis": "Мене жмати, та й не била." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1703.wav", |
| "speaker_id": "", |
| "reference": "В коридорчику наладнаний максим.", |
| "hypothesis": "В коридорчику наладнаний Максим." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1646.wav", |
| "speaker_id": "", |
| "reference": "Такого дослідження ніколи не проводили російські історики.", |
| "hypothesis": "Такого дослідження ніколи не проводили російські історики." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2430.wav", |
| "speaker_id": "", |
| "reference": "Простежмо добре відому закономірність зі смертю по дорозі.", |
| "hypothesis": "Простежимо добревідомгу закономірність зі смертю по дорозі." |
| } |
| ], |
| "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 |
| }, |
| "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 |
| }, |
| "speaker_balance_ratio": 1.0, |
| "speaker_id_available": false |
| } |
| } |
