exp/asr_train_asr_branchformer_hop_length160_e18_linear3072_raw_en_bpe5000_sp/RESULTS.md

RESULTS

Environments

• date: Thu Jun 2 23:10:47 EDT 2022
• python version: 3.9.12 (main, Apr 5 2022, 06:56:58) [GCC 7.5.0]
• espnet version: espnet 202205
• pytorch version: pytorch 1.11.0
• Git hash: 415e7ac5d1ca92ef0d91510086614899139b1e8f
  • Commit date: Mon May 30 23:48:29 2022 -0400

asr_train_asr_branchformer_hop_length160_e18_linear3072_raw_en_bpe5000_sp

WER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
till60epoch_beam60_ctc0.3/dev_clean	2703	54402	98.1	1.7	0.2	0.2	2.1	26.7
till60epoch_beam60_ctc0.3/dev_other	2864	50948	95.3	4.4	0.3	0.5	5.2	43.7
till60epoch_beam60_ctc0.3/test_clean	2620	52576	97.9	1.9	0.2	0.3	2.4	28.1
till60epoch_beam60_ctc0.3/test_other	2939	52343	95.3	4.3	0.4	0.6	5.3	45.8
till60epoch_beam60_ctc0.3_lm0.6/dev_clean	2703	54402	98.4	1.4	0.2	0.2	1.7	23.0
till60epoch_beam60_ctc0.3_lm0.6/dev_other	2864	50948	96.4	3.3	0.3	0.4	4.0	36.3
till60epoch_beam60_ctc0.3_lm0.6/test_clean	2620	52576	98.3	1.5	0.2	0.3	2.0	23.9
till60epoch_beam60_ctc0.3_lm0.6/test_other	2939	52343	96.3	3.3	0.4	0.5	4.2	39.2
till70epoch_beam60_ctc0.3/dev_clean	2703	54402	98.1	1.7	0.2	0.2	2.1	27.0
till70epoch_beam60_ctc0.3/dev_other	2864	50948	95.4	4.3	0.4	0.5	5.1	43.2
till70epoch_beam60_ctc0.3/test_clean	2620	52576	97.9	1.9	0.2	0.3	2.3	27.8
till70epoch_beam60_ctc0.3/test_other	2939	52343	95.4	4.2	0.4	0.6	5.3	45.3
till70epoch_beam60_ctc0.3_lm0.6/dev_clean	2703	54402	98.4	1.4	0.2	0.2	1.8	23.8
till70epoch_beam60_ctc0.3_lm0.6/dev_other	2864	50948	96.4	3.3	0.3	0.4	4.0	36.6
till70epoch_beam60_ctc0.3_lm0.6/test_clean	2620	52576	98.3	1.6	0.2	0.2	2.0	24.0
till70epoch_beam60_ctc0.3_lm0.6/test_other	2939	52343	96.3	3.3	0.5	0.5	4.2	39.6

CER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
till60epoch_beam60_ctc0.3/dev_clean	2703	288456	99.5	0.3	0.2	0.2	0.7	26.7
till60epoch_beam60_ctc0.3/dev_other	2864	265951	98.3	1.0	0.6	0.6	2.3	43.7
till60epoch_beam60_ctc0.3/test_clean	2620	281530	99.5	0.3	0.2	0.2	0.8	28.1
till60epoch_beam60_ctc0.3/test_other	2939	272758	98.5	0.9	0.6	0.6	2.2	45.8
till60epoch_beam60_ctc0.3_lm0.6/dev_clean	2703	288456	99.6	0.2	0.2	0.2	0.6	23.0
till60epoch_beam60_ctc0.3_lm0.6/dev_other	2864	265951	98.6	0.9	0.6	0.5	1.9	36.3
till60epoch_beam60_ctc0.3_lm0.6/test_clean	2620	281530	99.5	0.2	0.2	0.2	0.7	23.9
till60epoch_beam60_ctc0.3_lm0.6/test_other	2939	272758	98.7	0.7	0.6	0.5	1.8	39.2
till70epoch_beam60_ctc0.3/dev_clean	2703	288456	99.5	0.3	0.2	0.2	0.7	27.0
till70epoch_beam60_ctc0.3/dev_other	2864	265951	98.3	1.0	0.6	0.6	2.2	43.2
till70epoch_beam60_ctc0.3/test_clean	2620	281530	99.5	0.3	0.2	0.2	0.8	27.8
till70epoch_beam60_ctc0.3/test_other	2939	272758	98.5	0.9	0.6	0.7	2.1	45.3
till70epoch_beam60_ctc0.3_lm0.6/dev_clean	2703	288456	99.5	0.2	0.2	0.2	0.6	23.8
till70epoch_beam60_ctc0.3_lm0.6/dev_other	2864	265951	98.6	0.8	0.6	0.5	1.9	36.6
till70epoch_beam60_ctc0.3_lm0.6/test_clean	2620	281530	99.5	0.2	0.2	0.2	0.7	24.0
till70epoch_beam60_ctc0.3_lm0.6/test_other	2939	272758	98.6	0.7	0.6	0.5	1.9	39.6

TER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
till60epoch_beam60_ctc0.3/dev_clean	2703	68010	97.7	1.7	0.6	0.3	2.7	26.7
till60epoch_beam60_ctc0.3/dev_other	2864	63110	94.2	4.4	1.4	0.9	6.7	43.7
till60epoch_beam60_ctc0.3/test_clean	2620	65818	97.4	1.8	0.8	0.3	3.0	28.1
till60epoch_beam60_ctc0.3/test_other	2939	65101	94.2	4.1	1.7	0.7	6.5	45.8
till60epoch_beam60_ctc0.3_lm0.6/dev_clean	2703	68010	98.0	1.4	0.6	0.3	2.3	23.0
till60epoch_beam60_ctc0.3_lm0.6/dev_other	2864	63110	95.2	3.5	1.3	0.6	5.4	36.3
till60epoch_beam60_ctc0.3_lm0.6/test_clean	2620	65818	97.7	1.5	0.8	0.3	2.5	23.9
till60epoch_beam60_ctc0.3_lm0.6/test_other	2939	65101	95.2	3.1	1.7	0.6	5.3	39.2
till70epoch_beam60_ctc0.3/dev_clean	2703	68010	97.7	1.7	0.6	0.4	2.7	27.0
till70epoch_beam60_ctc0.3/dev_other	2864	63110	94.2	4.4	1.4	0.8	6.6	43.2
till70epoch_beam60_ctc0.3/test_clean	2620	65818	97.4	1.8	0.8	0.4	2.9	27.8
till70epoch_beam60_ctc0.3/test_other	2939	65101	94.3	4.0	1.6	0.8	6.4	45.3
till70epoch_beam60_ctc0.3_lm0.6/dev_clean	2703	68010	98.0	1.4	0.6	0.3	2.3	23.8
till70epoch_beam60_ctc0.3_lm0.6/dev_other	2864	63110	95.2	3.4	1.4	0.7	5.5	36.6
till70epoch_beam60_ctc0.3_lm0.6/test_clean	2620	65818	97.7	1.5	0.8	0.3	2.5	24.0
till70epoch_beam60_ctc0.3_lm0.6/test_other	2939	65101	95.2	3.1	1.7	0.6	5.4	39.6