exp/asr_train_asr_transformer_e18_raw_bpe_sp/RESULTS.md

RESULTS

Environments

• date: Tue Jul 21 07:58:39 EDT 2020
• python version: 3.7.3 (default, Mar 27 2019, 22:11:17) [GCC 7.3.0]
• espnet version: espnet 0.8.0
• pytorch version: pytorch 1.4.0
• Git hash: 75db853dd26a40d3d4dd979b2ff2457fbbb0cd69
  • Commit date: Mon Jul 20 10:49:12 2020 -0400

asr_train_asr_transformer_e18_raw_bpe_sp

WER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_dev_clean_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2703	54402	97.9	1.8	0.2	0.2	2.3	28.2
decode_dev_clean_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2703	54402	97.9	1.9	0.2	0.3	2.4	29.5
decode_dev_other_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2864	50948	94.6	4.7	0.7	0.7	6.0	46.6
decode_dev_other_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2864	50948	94.4	5.0	0.5	0.8	6.3	47.5
decode_test_clean_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2620	52576	97.7	2.0	0.3	0.3	2.6	30.4
decode_test_clean_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2620	52576	97.7	2.0	0.2	0.3	2.6	30.1
decode_test_other_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2939	52343	94.5	4.8	0.7	0.7	6.2	49.7
decode_test_other_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2939	52343	94.3	5.1	0.6	0.8	6.5	50.3

CER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_dev_clean_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2703	288456	99.3	0.3	0.3	0.2	0.9	28.2
decode_dev_clean_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2703	288456	99.3	0.4	0.3	0.2	0.9	29.5
decode_dev_other_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2864	265951	97.7	1.2	1.1	0.6	2.9	46.6
decode_dev_other_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2864	265951	97.7	1.3	1.0	0.8	3.0	47.5
decode_test_clean_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2620	281530	99.3	0.3	0.4	0.3	1.0	30.4
decode_test_clean_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2620	281530	99.4	0.3	0.3	0.3	0.9	30.1
decode_test_other_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2939	272758	97.8	1.1	1.1	0.7	2.9	49.7
decode_test_other_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2939	272758	97.9	1.2	0.9	0.8	2.9	50.3

TER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_dev_clean_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2703	69307	97.2	1.8	1.0	0.4	3.2	28.2
decode_dev_clean_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2703	69307	97.2	1.9	1.0	0.5	3.3	29.5
decode_dev_other_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2864	64239	93.3	4.4	2.2	1.2	7.9	46.6
decode_dev_other_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2864	64239	93.2	4.9	1.9	1.5	8.3	47.5
decode_test_clean_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2620	66712	97.0	1.9	1.1	0.4	3.3	30.4
decode_test_clean_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2620	66712	97.1	1.9	1.0	0.5	3.3	30.1
decode_test_other_decode_asr_beam_size20_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2939	66329	93.1	4.5	2.4	1.0	7.9	49.7
decode_test_other_decode_asr_beam_size5_lm_train_lm_adam_bpe_valid.loss.best_asr_model_valid.acc.best	2939	66329	93.1	4.8	2.1	1.4	8.3	50.3