| { |
| "epoch": 3, |
| "global_step": 20000, |
| "model_source": "raw", |
| "metrics": { |
| "loss": 0.4143146311645669, |
| "main_ctc_loss": 0.4143146311645669, |
| "aed_loss": 0.0, |
| "liberta_distill_loss": 0.0, |
| "audio_teacher_loss": 0.0, |
| "cer": 0.04594984106459781, |
| "wer": 0.2243823232544872, |
| "avg_blank_probability": 0.7772978503518649, |
| "argmax_blank_fraction": 0.789795201478245, |
| "avg_top_nonblank_probability": 0.20786907463172763, |
| "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": 0.26557597489914836, |
| "cer_short": 0.054983786832087975, |
| "samples_medium": 2021.0, |
| "wer_medium": 0.21435197817189633, |
| "cer_medium": 0.04381597788804156, |
| "samples_long": 0.0, |
| "decoded_empty_fraction": 0.00031210986267166043, |
| "decoded_avg_char_length": 46.259987515605495, |
| "decoded_avg_word_length": 7.059925093632959, |
| "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/3763.wav", |
| "speaker_id": "", |
| "reference": "Грек?", |
| "hypothesis": "Грек." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3376.wav", |
| "speaker_id": "", |
| "reference": "Учетверте.", |
| "hypothesis": "Очітверте." |
| }, |
| { |
| "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/3394.wav", |
| "speaker_id": "", |
| "reference": "Ще раз?", |
| "hypothesis": "ще раз." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1668.wav", |
| "speaker_id": "", |
| "reference": "Її?", |
| "hypothesis": "їїї" |
| } |
| ], |
| "random_examples": [ |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2262.wav", |
| "speaker_id": "", |
| "reference": "А коли вона хоче вибирати, то нехай собі з Богом вибирає.", |
| "hypothesis": "А коли вона хоче вибирати, то нехай собі з Богом вибирає." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/849.wav", |
| "speaker_id": "", |
| "reference": "Князь у всьому був залежний від хана.", |
| "hypothesis": "Князь у всьому був залежний від хану." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1533.wav", |
| "speaker_id": "", |
| "reference": "Але цікаво інше.", |
| "hypothesis": "Але цікаво інше." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3138.wav", |
| "speaker_id": "", |
| "reference": "На сіті вбито князя Володимира Юрійовича Рязанського від татар.", |
| "hypothesis": "На сіті вбит князя Володимира Юрійовича рязанського від татар." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1527.wav", |
| "speaker_id": "", |
| "reference": "Воістину брехня несусвітня, яка не знає межі.", |
| "hypothesis": "Вой істину брехня несусвітня, яка не знає межі." |
| } |
| ], |
| "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 |
| } |
| } |
