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| "epoch": 2, |
| "global_step": 16500, |
| "model_source": "raw", |
| "metrics": { |
| "loss": 0.453824872434716, |
| "main_ctc_loss": 0.453824872434716, |
| "aed_loss": 0.0, |
| "liberta_distill_loss": 0.0, |
| "audio_teacher_loss": 0.0, |
| "cer": 0.05799121814557405, |
| "wer": 0.2850309386931145, |
| "avg_blank_probability": 0.7772947027410965, |
| "argmax_blank_fraction": 0.7875528116488784, |
| "avg_top_nonblank_probability": 0.2060574694497216, |
| "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": 0.38704616763783056, |
| "cer_short": 0.07866911039052588, |
| "samples_medium": 2021.0, |
| "wer_medium": 0.26019099590723055, |
| "cer_medium": 0.05310699656998235, |
| "samples_long": 0.0, |
| "decoded_empty_fraction": 0.0, |
| "decoded_avg_char_length": 45.79650436953808, |
| "decoded_avg_word_length": 7.024656679151061, |
| "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/2306.wav", |
| "speaker_id": "", |
| "reference": "Попросіть.", |
| "hypothesis": "Поппрошіть" |
| }, |
| { |
| "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/3273.wav", |
| "speaker_id": "", |
| "reference": "І за мене часто б'ються.", |
| "hypothesis": "І за мене часто б'ються!" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/1671.wav", |
| "speaker_id": "", |
| "reference": "Повідаєш і йому.", |
| "hypothesis": "Повідаєш і йому!" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3376.wav", |
| "speaker_id": "", |
| "reference": "Учетверте.", |
| "hypothesis": "Учетверте!" |
| } |
| ], |
| "random_examples": [ |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/886.wav", |
| "speaker_id": "", |
| "reference": "Перша пропозиція, яка стоїть у порядку денному.", |
| "hypothesis": "Перша пропозиція, яка стоїть у порядку денному" |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3729.wav", |
| "speaker_id": "", |
| "reference": "Рад за волю пролить свою кров.", |
| "hypothesis": "Рад за волю пролить свою кров." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/3229.wav", |
| "speaker_id": "", |
| "reference": "Нероби другому, що тобі немиле.", |
| "hypothesis": "Не роби другому, що тобі не миле." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/2015.wav", |
| "speaker_id": "", |
| "reference": "Впевнений в тому, що торговельні центри повинні бути.", |
| "hypothesis": "Впевнений в тому, що торговельні центри повинні бути." |
| }, |
| { |
| "utterance_id": "/home/yehor/squeezeformer/data/cv10-uk-testset-clean-punctuated/189.wav", |
| "speaker_id": "", |
| "reference": "Гумор невідлучна прикмета кожного правдивого таланту.", |
| "hypothesis": "Гумор, невілучна прекмета кожного правдивого таланту" |
| } |
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| "speaker_metrics": { |
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| "speaker_id_available": false, |
| "missing_speaker_id_samples": 3204, |
| "per_speaker": {} |
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| "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 |
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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, |
| "speaker_id_available": false |
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