# RESULTS ## Environments - date: `Mon Feb 15 07:02:24 UTC 2021` - python version: `3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0]` - espnet version: `espnet 0.9.6` - pytorch version: `pytorch 1.7.1` - Git hash: `8eff1a983f6098111619328a7d8254974ae9dfca` - Commit date: `Wed Dec 16 02:22:50 2020 +0000` ## asr_train_asr_conformer5_raw_bpe5000_frontend_confn_fft400_frontend_confhop_length160_scheduler_confwarmup_steps25000_batch_bins140000000_optim_conflr0.0015_initnone_sp ### WER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_asr_model_valid.acc.ave/dev_clean|2703|54402|97.8|2.0|0.2|0.3|2.5|30.7| |decode_asr_asr_model_valid.acc.ave/dev_other|2864|50948|94.0|5.4|0.5|0.6|6.6|50.7| |decode_asr_asr_model_valid.acc.ave/test_clean|2620|52576|97.6|2.1|0.2|0.3|2.6|31.1| |decode_asr_asr_model_valid.acc.ave/test_other|2939|52343|94.1|5.3|0.5|0.7|6.6|52.1| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_clean|2703|54402|98.2|1.6|0.2|0.2|2.0|25.5| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_other|2864|50948|95.6|3.9|0.5|0.5|4.9|41.6| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_clean|2620|52576|98.1|1.7|0.2|0.3|2.1|26.4| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_other|2939|52343|95.5|4.0|0.5|0.6|5.1|44.1| ### CER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_asr_model_valid.acc.ave/dev_clean|2703|288456|99.4|0.3|0.3|0.2|0.8|30.7| |decode_asr_asr_model_valid.acc.ave/dev_other|2864|265951|97.8|1.3|0.9|0.7|2.9|50.7| |decode_asr_asr_model_valid.acc.ave/test_clean|2620|281530|99.3|0.3|0.3|0.3|0.9|31.1| |decode_asr_asr_model_valid.acc.ave/test_other|2939|272758|98.0|1.2|0.8|0.7|2.8|52.1| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_clean|2703|288456|99.5|0.3|0.2|0.2|0.7|25.5| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_other|2864|265951|98.3|1.0|0.8|0.5|2.3|41.6| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_clean|2620|281530|99.5|0.3|0.3|0.2|0.7|26.4| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_other|2939|272758|98.4|0.9|0.8|0.5|2.2|44.1| ### TER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_asr_model_valid.acc.ave/dev_clean|2703|68010|97.3|2.0|0.8|0.4|3.1|30.7| |decode_asr_asr_model_valid.acc.ave/dev_other|2864|63110|92.9|5.3|1.8|1.0|8.2|50.7| |decode_asr_asr_model_valid.acc.ave/test_clean|2620|65818|97.1|2.0|0.9|0.3|3.2|31.1| |decode_asr_asr_model_valid.acc.ave/test_other|2939|65101|93.0|5.0|2.0|0.9|7.9|52.1| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_clean|2703|68010|97.7|1.6|0.7|0.3|2.6|25.5| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_other|2864|63110|94.3|3.9|1.7|0.7|6.4|41.6| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_clean|2620|65818|97.5|1.6|0.8|0.3|2.7|26.4| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_other|2939|65101|94.3|3.8|1.9|0.6|6.3|44.1|