conformer with BPE 2000, specaug, speed perturbation, Transformer LM decoding exp_sp/train_nodup_sp_pytorch_train_pytorch_conformer_lr5_specaug_resume/decode_eval2000_model.last10.avg.best_decode_train_transformer_lm_pytorch_swbd+fisher_bpe2000/scoring/hyp.callhm.ctm.filt.sys
| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
| Sum/Avg | 2628 21594 | 87.9 8.9 3.2 2.0 14.0 49.8 |
exp_sp/train_nodup_sp_pytorch_train_pytorch_conformer_lr5_specaug_resume/decode_eval2000_model.last10.avg.best_decode_train_transformer_lm_pytorch_swbd+fisher_bpe2000/scoring/hyp.ctm.filt.sys
| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
| Sum/Avg | 4459 42989 | 91.0 6.5 2.5 1.4 10.4 44.5 |
exp_sp/train_nodup_sp_pytorch_train_pytorch_conformer_lr5_specaug_resume/decode_eval2000_model.last10.avg.best_decode_train_transformer_lm_pytorch_swbd+fisher_bpe2000/scoring/hyp.swbd.ctm.filt.sys
| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
| Sum/Avg | 1831 21395 | 94.1 4.1 1.9 0.9 6.8 36.9 |
transformer with BPE 2000, specaug, LM decoding
model link: https://drive.google.com/open?id=10AeST49tCFOHQul4rVETBHISwaN4PwuU
training config file: conf/tuning/train_pytorch_transformer.yaml
decoding config file: conf/tuning/decode_pytorch_transformer.yaml
cmvn file: data/train_nodup/cmvn.ark
e2e file: exp/train_nodup_pytorch_train_specaug/results/model.last10.avg.best
e2e JSON file: exp/train_nodup_pytorch_train_specaug/results/model.json
lm file: exp/train_rnnlm_pytorch_swbd+fisher_bpe2000/rnnlm.model.best
lm JSON file: exp/train_rnnlm_pytorch_swbd+fisher_bpe2000/model.json
dict file: data/lang_char
date: Tue Dec 24 12:01:51 JST 2019
python version: 3.7.3 (default, Mar 27 2019, 22:11:17) [GCC 7.3.0]
espnet version: espnet 0.6.0
chainer version: chainer 6.0.0
pytorch version: pytorch 1.0.1.post2
Git hash: fb9911bef3dcc6266c8fe4bd25f9bb5bbe40fb89
Commit date: Tue Dec 24 11:08:47 2019 +0900
exp/train_nodup_pytorch_train_specaug/decode_eval2000_model.last10.avg.best_decode_lmw0.3_swbd+fisher/scoring/hyp.callhm.ctm.filt.sys:| SPK | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_train_specaug/decode_eval2000_model.last10.avg.best_decode_lmw0.3_swbd+fisher/scoring/hyp.callhm.ctm.filt.sys:| SumAvg | 2628 21594 | 85.2 11.2 3.6 2.6 17.3 53.7 |
exp/train_nodup_pytorch_train_specaug/decode_eval2000_model.last10.avg.best_decode_lmw0.3_swbd+fisher/scoring/hyp.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_train_specaug/decode_eval2000_model.last10.avg.best_decode_lmw0.3_swbd+fisher/scoring/hyp.ctm.filt.sys:| Sum/Avg | 4459 42989 | 88.9 8.2 2.9 1.8 12.9 48.0 |
exp/train_nodup_pytorch_train_specaug/decode_eval2000_model.last10.avg.best_decode_lmw0.3_swbd+fisher/scoring/hyp.swbd.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_train_specaug/decode_eval2000_model.last10.avg.best_decode_lmw0.3_swbd+fisher/scoring/hyp.swbd.ctm.filt.sys:| Sum/Avg | 1831 21395 | 92.5 5.3 2.2 1.0 8.5 40.0 |
transformer with BPE 2000, specaug $ grep -e Avg -e SPKR -m 2 exp/train_nodup_pytorch_train_pytorch_transformer_ag8_specaug/decode_eval2000_decode/scoring/*.sys
exp/train_nodup_pytorch_train_pytorch_transformer_ag8_specaug/decode_eval2000_decode/scoring/hyp.callhm.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_train_pytorch_transformer_ag8_specaug/decode_eval2000_decode/scoring/hyp.callhm.ctm.filt.sys:| Sum/Avg | 2628 21594 | 84.6 12.0 3.5 2.7 18.1 55.7 |
exp/train_nodup_pytorch_train_pytorch_transformer_ag8_specaug/decode_eval2000_decode/scoring/hyp.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_train_pytorch_transformer_ag8_specaug/decode_eval2000_decode/scoring/hyp.ctm.filt.sys:| Sum/Avg | 4459 42989 | 88.4 8.8 2.8 1.9 13.6 50.1 |
exp/train_nodup_pytorch_train_pytorch_transformer_ag8_specaug/decode_eval2000_decode/scoring/hyp.swbd.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_train_pytorch_transformer_ag8_specaug/decode_eval2000_decode/scoring/hyp.swbd.ctm.filt.sys:| Sum/Avg | 1831 21395 | 92.2 5.6 2.2 1.2 9.0 42.2 |
transformer with BPE 2000 $ grep -e Avg -e SPKR -m 2 exp/train_nodup_pytorch_bpe2000/decode_eval2000_decode/scoring/*.sys
exp/train_nodup_pytorch_bpe2000/decode_eval2000_decode/scoring/hyp.callhm.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_bpe2000/decode_eval2000_decode/scoring/hyp.callhm.ctm.filt.sys:| Sum/Avg | 2628 21594 | 81.3 14.8 3.9 3.4 22.1 59.5 |
exp/train_nodup_pytorch_bpe2000/decode_eval2000_decode/scoring/hyp.ctm.filt.sys: | SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_bpe2000/decode_eval2000_decode/scoring/hyp.ctm.filt.sys: | Sum/Avg | 4459 42989 | 85.3 11.4 3.3 2.5 17.1 55.3 |
exp/train_nodup_pytorch_bpe2000/decode_eval2000_decode/scoring/hyp.swbd.ctm.filt.sys: | SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_bpe2000/decode_eval2000_decode/scoring/hyp.swbd.ctm.filt.sys: | Sum/Avg | 1831 21395 | 89.3 8.0 2.7 1.5 12.2 49.3 |
transformer with BPE 500 (epoch 50) $ grep -e Avg -e SPKR -m 2 exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_50epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.*.sys
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_50epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.callhm.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_50epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.callhm.ctm.filt.sys:| Sum/Avg | 2628 21594 | 78.0 16.5 5.5 3.4 25.4 64.0 |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_50epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_50epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.ctm.filt.sys:| Sum/Avg | 4459 42989 | 82.7 12.8 4.5 2.5 19.8 59.0 |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_50epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.swbd.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_50epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.swbd.ctm.filt.sys:| Sum/Avg | 1831 21395 | 87.5 9.1 3.4 1.6 14.1 51.9 |
transformer with BPE 500 (epoch 30) $ grep -e Avg -e SPKR -m 2 exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_30epoch/decode_*_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.*.sys
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_30epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.callhm.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_30epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.callhm.ctm.filt.sys:| Sum/Avg | 2628 21594 | 77.7 17.1 5.2 3.7 26.0 64.5 |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_30epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_30epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.ctm.filt.sys:| Sum/Avg | 4459 42989 | 82.8 13.0 4.2 2.8 20.0 59.4 |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_30epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.swbd.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_transformer_e12_BPE500_lr5_30epoch/decode_eval2000_decode_pytorch_transformer_ctcweight0.3/scoring/hyp.swbd.ctm.filt.sys:| Sum/Avg | 1831 21395 | 87.9 9.0 3.2 1.9 14.0 52.0 |
$ grep -e Avg -e SPKR -m 2 exp/train_nodup_a01_pt_blstmp_e6/*p0.1_len0.0-0.0/result.txt
exp/train_nodup_a01_pt_blstmp_e6/decode_eval2000_beam20_eacc.best_p0.1_len0.0-0.0/result.txt:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_a01_pt_blstmp_e6/decode_eval2000_beam20_eacc.best_p0.1_len0.0-0.0/result.txt:| Sum/Avg | 4458 181952 | 81.7 9.3 8.9 13.3 31.5 79.1 |
exp/train_nodup_a01_pt_blstmp_e6/decode_rt03_beam20_eacc.best_p0.1_len0.0-0.0/result.txt:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_a01_pt_blstmp_e6/decode_rt03_beam20_eacc.best_p0.1_len0.0-0.0/result.txt:| Sum/Avg | 8422 321545 | 78.2 10.6 11.2 12.3 34.1 79.6 |
exp/train_nodup_a01_pt_blstmp_e6/decode_train_dev_beam20_eacc.best_p0.1_len0.0-0.0/result.txt:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_a01_pt_blstmp_e6/decode_train_dev_beam20_eacc.best_p0.1_len0.0-0.0/result.txt:| Sum/Avg | 3999 235886 | 87.4 6.4 6.2 5.0 17.6 65.4 |
$ grep -e Avg -e SPKR -m 2 exp/train_nodup_pytorch_vggblstmp_e3_BPE500/decode_*_decode_rnn_ctcweight0.3/scoring/hyp.*.sys
exp/train_nodup_pytorch_vggblstmp_e3_BPE500/decode_eval2000_decode_rnn_ctcweight0.3/scoring/hyp.callhm.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_vggblstmp_e3_BPE500/decode_eval2000_decode_rnn_ctcweight0.3/scoring/hyp.callhm.ctm.filt.sys:| Sum/Avg | 2628 21594 | 75.8 19.3 4.9 4.2 28.5 64.6 |
exp/train_nodup_pytorch_vggblstmp_e3_BPE500/decode_eval2000_decode_rnn_ctcweight0.3/scoring/hyp.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_vggblstmp_e3_BPE500/decode_eval2000_decode_rnn_ctcweight0.3/scoring/hyp.ctm.filt.sys:| Sum/Avg | 4459 42989 | 81.2 14.8 4.0 3.2 22.0 60.1 |
exp/train_nodup_pytorch_vggblstmp_e3_BPE500/decode_eval2000_decode_rnn_ctcweight0.3/scoring/hyp.swbd.ctm.filt.sys:| SPKR | # Snt # Wrd | Corr Sub Del Ins Err S.Err |
exp/train_nodup_pytorch_vggblstmp_e3_BPE500/decode_eval2000_decode_rnn_ctcweight0.3/scoring/hyp.swbd.ctm.filt.sys:| Sum/Avg | 1831 21395 | 86.6 10.3 3.1 2.2 15.6 53.5 |