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espnet2_librispeech_100_conformer_word

Automatic Speech Recognition
ESPnet
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Update model

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  1. README.md +0 -0
  2. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/RESULTS.md +33 -0
  3. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/config.yaml +0 -0
  4. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/acc.png +0 -0
  5. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/backward_time.png +0 -0
  6. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/cer.png +0 -0
  7. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/cer_ctc.png +0 -0
  8. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/forward_time.png +0 -0
  9. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/gpu_max_cached_mem_GB.png +0 -0
  10. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/iter_time.png +0 -0
  11. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/loss.png +0 -0
  12. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/loss_att.png +0 -0
  13. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/loss_ctc.png +0 -0
  14. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/optim0_lr0.png +0 -0
  15. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/optim_step_time.png +0 -0
  16. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/train_time.png +0 -0
  17. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/wer.png +0 -0
  18. exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/valid.acc.ave_10best.pth +3 -0
  19. exp/asr_stats_raw_en_word_sp/train/feats_stats.npz +0 -0
  20. meta.yaml +8 -0
README.md CHANGED
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exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/RESULTS.md ADDED
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+ <!-- Generated by scripts/utils/show_asr_result.sh -->
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+ # RESULTS
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+ ## Environments
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+ - date: `Tue Feb 22 17:38:22 KST 2022`
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+ - python version: `3.9.7 (default, Sep 16 2021, 13:09:58) [GCC 7.5.0]`
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+ - espnet version: `espnet 0.10.7a1`
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+ - pytorch version: `pytorch 1.10.1`
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+ - Git hash: `e79e7185780b90e56618859855a038b4369b002c`
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+ - Commit date: `Tue Feb 22 15:34:12 2022 +0900`
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+
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+ ## asr_conformer_lr2e-3_warmup15k_amp_nondeterministic
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+ ### WER
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+
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+ |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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+ |---|---|---|---|---|---|---|---|---|
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+ |decode_asr_asr_model_valid.acc.ave/dev_clean|2703|54402|91.0|8.4|0.6|1.0|10.0|70.1|
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+ |decode_asr_asr_model_valid.acc.ave/dev_other|2864|50948|82.9|15.6|1.5|2.5|19.6|83.3|
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+ |decode_asr_asr_model_valid.acc.ave/test_clean|2620|52576|90.7|8.7|0.6|1.0|10.3|71.4|
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+ |decode_asr_asr_model_valid.acc.ave/test_other|2939|52343|82.1|16.1|1.7|2.3|20.2|85.9|
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+
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+ ### CER
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+
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+ |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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+ |---|---|---|---|---|---|---|---|---|
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+ |decode_asr_asr_model_valid.acc.ave/dev_clean|2703|288456|95.7|2.6|1.7|1.3|5.6|70.1|
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+ |decode_asr_asr_model_valid.acc.ave/dev_other|2864|265951|91.0|5.6|3.4|2.5|11.5|83.3|
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+ |decode_asr_asr_model_valid.acc.ave/test_clean|2620|281530|95.7|2.7|1.7|1.2|5.5|71.4|
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+ |decode_asr_asr_model_valid.acc.ave/test_other|2939|272758|90.9|5.6|3.6|2.5|11.6|85.9|
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+
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+ ### TER
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+
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+ |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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+ |---|---|---|---|---|---|---|---|---|
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/config.yaml ADDED
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exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/acc.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/backward_time.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/cer.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/cer_ctc.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/forward_time.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/gpu_max_cached_mem_GB.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/iter_time.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/loss.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/loss_att.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/loss_ctc.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/optim0_lr0.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/optim_step_time.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/train_time.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/images/wer.png ADDED
exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/valid.acc.ave_10best.pth ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:c7b7777b79ae7ccfa346d0a0e6267c7bcd3270f10bf90d8aacb9311e4322fed0
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+ size 225970469
exp/asr_stats_raw_en_word_sp/train/feats_stats.npz ADDED
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meta.yaml ADDED
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+ espnet: 0.10.7a1
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+ files:
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+ asr_model_file: exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/valid.acc.ave_10best.pth
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+ python: "3.9.7 (default, Sep 16 2021, 13:09:58) \n[GCC 7.5.0]"
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+ timestamp: 1645519103.568296
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+ torch: 1.10.1
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+ yaml_files:
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+ asr_train_config: exp/asr_conformer_lr2e-3_warmup15k_amp_nondeterministic/config.yaml