whamr_only/RESULTS.md

RESULTS

Environments

• date: Mon Mar 4 20:54:29 CST 2024
• python version: 3.9.18 (main, Sep 11 2023, 13:41:44) [GCC 11.2.0]
• espnet version: espnet 202308
• pytorch version: pytorch 1.12.1+cu116
• Git hash: 884659f9ee95374811015381c976fa3b4f6e01db
  • Commit date: Thu Nov 23 00:23:29 2023 +0800

exp/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new_whamr_only

WER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_sot_asr_model_valid.acc.best/dev_2spk	3315	226216	14.7	50.1	35.2	3.9	89.2	100.0
decode_sot_asr_model_valid.acc.best/dev_3spk	2059	209679	11.3	38.3	50.4	1.2	89.8	100.0
decode_sot_asr_model_valid.acc.best/dev_4spk	1467	200029	9.7	30.3	60.0	0.6	90.9	100.0
decode_sot_asr_model_valid.acc.best/test-clean_2spk	4570	301042	13.6	51.0	35.4	3.8	90.2	100.0
decode_sot_asr_model_valid.acc.best/test-clean_3spk	2072	212871	10.7	38.7	50.6	1.1	90.4	100.0
decode_sot_asr_model_valid.acc.best/test-clean_4spk	1326	185394	9.3	29.4	61.3	0.6	91.3	100.0
decode_sot_asr_model_valid.acc.best/test-other_2spk	4663	336490	12.4	50.7	36.9	3.0	90.5	100.0
decode_sot_asr_model_valid.acc.best/test-other_3spk	2453	266074	9.6	38.5	51.8	0.9	91.2	100.0
decode_sot_asr_model_valid.acc.best/test-other_4spk	1795	259138	8.4	29.5	62.1	0.5	92.1	100.0
decode_sot_asr_model_valid.acc.best/test_clean_2spk_kaldi_fmt	2180	178761	13.8	44.8	41.4	2.3	88.5	100.0
decode_sot_asr_model_valid.acc.best/test_other_2spk_kaldi_fmt	2363	205496	12.6	44.9	42.5	1.9	89.3	100.0
decode_sot_asr_model_valid.acc.best/tt_mix_clean_reverb_max_16k	3000	3000	0.0	100.0	0.0	3139.9	3239.9	100.0

CER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_sot_asr_model_valid.acc.best/dev_2spk	3315	1230801	38.3	22.6	39.0	7.4	69.1	100.0
decode_sot_asr_model_valid.acc.best/dev_3spk	2059	1140428	31.0	16.9	52.1	2.9	71.8	100.0
decode_sot_asr_model_valid.acc.best/dev_4spk	1467	1087409	26.8	12.5	60.7	1.5	74.7	100.0
decode_sot_asr_model_valid.acc.best/test-clean_2spk	4570	1550429	38.0	23.4	38.6	7.8	69.8	100.0
decode_sot_asr_model_valid.acc.best/test-clean_3spk	2072	1084475	31.3	17.8	50.9	3.2	71.9	100.0
decode_sot_asr_model_valid.acc.best/test-clean_4spk	1326	938467	26.8	12.7	60.5	1.5	74.7	100.0
decode_sot_asr_model_valid.acc.best/test-other_2spk	4663	1742136	37.1	23.4	39.5	7.0	69.9	100.0
decode_sot_asr_model_valid.acc.best/test-other_3spk	2453	1381987	30.2	17.3	52.4	2.8	72.5	100.0
decode_sot_asr_model_valid.acc.best/test-other_4spk	1795	1346646	25.9	12.4	61.7	1.3	75.5	100.0
decode_sot_asr_model_valid.acc.best/test_clean_2spk_kaldi_fmt	2180	921344	36.4	20.0	43.7	5.1	68.7	100.0
decode_sot_asr_model_valid.acc.best/test_other_2spk_kaldi_fmt	2363	1064868	35.5	20.1	44.3	4.6	69.1	100.0
decode_sot_asr_model_valid.acc.best/tt_mix_clean_reverb_max_16k	3000	143026	16.2	83.6	0.1	294.7	378.4	100.0

TER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err

exp/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new_whamr_only/decode_sot_asr_model_valid.acc.best

WER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
org/dev_2spk_kaldi_fmt	1606	135101	15.0	43.3	41.8	2.5	87.5	100.0

CER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
org/dev_2spk_kaldi_fmt	1606	735694	36.4	19.0	44.5	4.7	68.2	100.0

TER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err