exp/slu_train_asr_hubert_transformer_adam_specaug_deliberation_transformer_raw_en_word/RESULTS.md

RESULTS

Environments

• date: Tue Feb 1 13:38:02 EST 2022
• python version: 3.8.11 (default, Aug 3 2021, 15:09:35) [GCC 7.5.0]
• espnet version: espnet 0.10.3a3
• pytorch version: pytorch 1.9.0+cu102
• Git hash: 97b9dad4dbca71702cb7928a126ec45d96414a3f
  • Commit date: Mon Sep 13 22:55:04 2021 +0900

asr_train_asr_hubert_transformer_adam_specaug_deliberation_transformer_raw_en_word

WER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
inference_asr_model_valid.acc.ave_5best/spk_test	3349	17937	98.6	1.0	0.4	0.3	1.7	4.4
inference_asr_model_valid.acc.ave_5best/spk_test_1	3349	17937	35.2	30.8	33.9	2.1	66.8	82.0
inference_asr_model_valid.acc.ave_5best/spk_test_2	3349	17937	92.6	3.1	4.3	0.4	7.8	14.2
inference_asr_model_valid.acc.ave_5best/spk_test_3	3349	17937	98.3	1.1	0.6	0.3	2.1	5.2
inference_asr_model_valid.acc.ave_5best/spk_test_4	3349	17937	98.6	1.0	0.4	0.3	1.7	4.5
inference_asr_model_valid.acc.ave_5best/spk_test_5	3349	17937	98.6	1.0	0.4	0.3	1.7	4.4
inference_asr_model_valid.acc.ave_5best/utt_test	4204	22540	87.7	10.2	2.2	2.8	15.1	42.9
inference_asr_model_valid.acc.ave_5best/utt_test_1	4204	22540	30.4	34.6	34.9	3.0	72.5	96.4
inference_asr_model_valid.acc.ave_5best/utt_test_2	4204	22540	82.1	12.3	5.6	3.0	20.9	51.6
inference_asr_model_valid.acc.ave_5best/utt_test_3	4204	22540	87.2	10.3	2.5	2.8	15.6	43.3
inference_asr_model_valid.acc.ave_5best/utt_test_4	4204	22540	87.5	10.2	2.2	2.8	15.2	43.0
inference_asr_model_valid.acc.ave_5best/utt_test_5	4204	22540	87.6	10.2	2.2	2.8	15.2	43.0
inference_asr_model_valid.acc.ave_5best/valid	2597	13782	98.8	0.7	0.5	0.2	1.5	3.1

CER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
inference_asr_model_valid.acc.ave_5best/spk_test	3349	152191	99.3	0.3	0.3	0.2	0.9	4.4
inference_asr_model_valid.acc.ave_5best/spk_test_1	3349	152191	56.2	15.7	28.1	3.3	47.1	82.0
inference_asr_model_valid.acc.ave_5best/spk_test_2	3349	152191	95.5	1.2	3.3	0.3	4.8	14.2
inference_asr_model_valid.acc.ave_5best/spk_test_3	3349	152191	99.1	0.4	0.5	0.2	1.1	5.2
inference_asr_model_valid.acc.ave_5best/spk_test_4	3349	152191	99.3	0.3	0.3	0.2	0.9	4.5
inference_asr_model_valid.acc.ave_5best/spk_test_5	3349	152191	99.3	0.3	0.3	0.2	0.9	4.4
inference_asr_model_valid.acc.ave_5best/utt_test	4204	191435	93.8	4.0	2.1	2.9	9.1	42.9
inference_asr_model_valid.acc.ave_5best/utt_test_1	4204	191435	52.8	17.8	29.4	4.3	51.4	96.4
inference_asr_model_valid.acc.ave_5best/utt_test_2	4204	191435	90.2	5.0	4.9	3.0	12.9	51.6
inference_asr_model_valid.acc.ave_5best/utt_test_3	4204	191435	93.5	4.1	2.4	2.9	9.4	43.3
inference_asr_model_valid.acc.ave_5best/utt_test_4	4204	191435	93.8	4.0	2.2	2.9	9.1	43.0
inference_asr_model_valid.acc.ave_5best/utt_test_5	4204	191435	93.8	4.0	2.2	2.9	9.1	43.0
inference_asr_model_valid.acc.ave_5best/valid	2597	117282	99.3	0.3	0.3	0.2	0.8	3.1

TER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err