exp/asr_train_asr_conformer_raw_bpe_batch_bins30000000_accum_grad3_optim_conflr0.001_sp/RESULTS.md

RESULTS

Environments

• date: Mon Nov 16 18:59:34 EST 2020
• python version: 3.7.3 (default, Mar 27 2019, 22:11:17) [GCC 7.3.0]
• espnet version: espnet 0.9.2
• pytorch version: pytorch 1.4.0
• Git hash: eda997f9e97ad959c6b13df1b34eb24fb8c52768
  • Commit date: Thu Oct 8 07:32:49 2020 -0400

asr_train_asr_conformer_raw_bpe_batch_bins30000000_accum_grad3_optim_conflr0.001_sp

WER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/dev_clean	2703	54402	98.0	1.8	0.2	0.3	2.3	27.6
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/dev_other	2864	50948	95.0	4.3	0.6	0.5	5.5	45.1
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/test_clean	2620	52576	97.9	1.9	0.2	0.3	2.4	28.2
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/test_other	2939	52343	94.9	4.5	0.7	0.6	5.8	48.6

CER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/dev_clean	2703	288456	99.3	0.3	0.3	0.2	0.9	27.6
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/dev_other	2864	265951	98.0	1.0	1.0	0.6	2.6	45.1
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/test_clean	2620	281530	99.4	0.3	0.3	0.2	0.9	28.2
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/test_other	2939	272758	98.0	1.0	1.0	0.6	2.6	48.6

TER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/dev_clean	2703	69307	97.3	1.7	1.1	0.4	3.1	27.6
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/dev_other	2864	64239	93.7	4.1	2.2	0.9	7.2	45.1
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/test_clean	2620	66712	97.2	1.7	1.1	0.3	3.1	28.2
decode_asr_lm_lm_train_lm_adam_bpe_valid.loss.ave_asr_model_valid.acc.ave/test_other	2939	66329	93.4	4.1	2.5	0.7	7.3	48.6