| { |
| "epoch": 4, |
| "global_step": 100000, |
| "model_source": "raw", |
| "metrics": { |
| "loss": 0.39864442970216524, |
| "main_ctc_loss": 0.39864442970216524, |
| "aed_loss": 0.0, |
| "liberta_distill_loss": 0.0, |
| "audio_teacher_loss": 0.0, |
| "cer": 0.050731372232099566, |
| "wer": 0.23596787642076622, |
| "avg_blank_probability": 0.7961626236878407, |
| "argmax_blank_fraction": 0.8035190121935962, |
| "avg_top_nonblank_probability": 0.1900089980915602, |
| "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": 0.2855221873599283, |
| "cer_short": 0.061328069928098125, |
| "samples_medium": 2021.0, |
| "wer_medium": 0.22390177353342428, |
| "cer_medium": 0.048228379233407705, |
| "samples_long": 0.0, |
| "decoded_empty_fraction": 0.0, |
| "decoded_avg_char_length": 46.05274656679151, |
| "decoded_avg_word_length": 7.075530586766542, |
| "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/3390.wav", |
| "speaker_id": "", |
| "reference": "Нога?", |
| "hypothesis": "Нога." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/721.wav", |
| "speaker_id": "", |
| "reference": "Нульових.", |
| "hypothesis": "нульових." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3180.wav", |
| "speaker_id": "", |
| "reference": "Яка?", |
| "hypothesis": "Яка." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3561.wav", |
| "speaker_id": "", |
| "reference": "Двадцять три?", |
| "hypothesis": "Двадцять три." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/814.wav", |
| "speaker_id": "", |
| "reference": "Піди до Ждана.", |
| "hypothesis": "Піде до ждана." |
| } |
| ], |
| "random_examples": [ |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/473.wav", |
| "speaker_id": "", |
| "reference": "Ганді завжди розділяв людину і функції, які вона виконує.", |
| "hypothesis": "Ганді завжди розділяв людину і функції, які вона виконує." |
| }, |
| { |
| "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/2061.wav", |
| "speaker_id": "", |
| "reference": "Переходимо до наступного питання.", |
| "hypothesis": "Переходимо до наступного питання." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1387.wav", |
| "speaker_id": "", |
| "reference": "Еліта Золотої Орди переїжджала, селилася, одержувала пільги, жила й почувалася в Московії як удома.", |
| "hypothesis": "Літа Золотої орди приїжджала, селилася, одержувала пільги, жила й почувалася Москвій, як удома." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/938.wav", |
| "speaker_id": "", |
| "reference": "Мурома меря весь, мокша мещера.", |
| "hypothesis": "Мурома, меря, вес, мокша, мещера." |
| } |
| ], |
| "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 |
| } |
| } |
