exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/RESULTS.md

RESULTS

Environments

• date: Fri Feb 11 01:42:52 KST 2022
• python version: 3.9.7 (default, Sep 16 2021, 13:09:58) [GCC 7.5.0]
• espnet version: espnet 0.10.7a1
• pytorch version: pytorch 1.10.1
• Git hash: 140704c146f8beeed74973f5258379f6133dcdfb
  • Commit date: Tue Feb 8 16:06:02 2022 -0500

asr_conformer_lr2e-3_warmup15k_amp_nondeterministic

WER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_asr_asr_model_valid.acc.ave/dev_clean	2703	54402	94.5	5.1	0.4	0.7	6.3	56.6
decode_asr_asr_model_valid.acc.ave/dev_other	2864	50948	84.8	13.7	1.5	2.1	17.3	80.7
decode_asr_asr_model_valid.acc.ave/test_clean	2620	52576	94.2	5.3	0.5	0.8	6.6	57.4
decode_asr_asr_model_valid.acc.ave/test_other	2939	52343	84.7	13.8	1.5	2.0	17.3	81.5

CER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_asr_asr_model_valid.acc.ave/dev_clean	2703	288456	98.2	1.1	0.8	0.7	2.5	56.6
decode_asr_asr_model_valid.acc.ave/dev_other	2864	265951	93.3	4.1	2.6	2.0	8.7	80.7
decode_asr_asr_model_valid.acc.ave/test_clean	2620	281530	98.0	1.1	0.9	0.7	2.7	57.4
decode_asr_asr_model_valid.acc.ave/test_other	2939	272758	93.5	4.0	2.5	1.9	8.4	81.5

TER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_asr_asr_model_valid.acc.ave/dev_clean	2703	69558	92.0	5.0	3.0	0.7	8.7	56.6
decode_asr_asr_model_valid.acc.ave/dev_other	2864	64524	81.3	13.2	5.4	2.4	21.1	80.7
decode_asr_asr_model_valid.acc.ave/test_clean	2620	66983	91.8	5.1	3.1	0.6	8.8	57.4
decode_asr_asr_model_valid.acc.ave/test_other	2939	66650	81.2	13.1	5.7	2.1	20.9	81.5