Yushi Ueda
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Update model
Browse files- README.md +0 -0
- exp/asr_train_asr_raw_en_word/RESULTS.md +19 -0
- exp/asr_train_asr_raw_en_word/config.yaml +0 -0
- exp/asr_train_asr_raw_en_word/images/acc.png +0 -0
- exp/asr_train_asr_raw_en_word/images/backward_time.png +0 -0
- exp/asr_train_asr_raw_en_word/images/cer.png +0 -0
- exp/asr_train_asr_raw_en_word/images/cer_ctc.png +0 -0
- exp/asr_train_asr_raw_en_word/images/forward_time.png +0 -0
- exp/asr_train_asr_raw_en_word/images/gpu_max_cached_mem_GB.png +0 -0
- exp/asr_train_asr_raw_en_word/images/iter_time.png +0 -0
- exp/asr_train_asr_raw_en_word/images/loss.png +0 -0
- exp/asr_train_asr_raw_en_word/images/loss_att.png +0 -0
- exp/asr_train_asr_raw_en_word/images/loss_ctc.png +0 -0
- exp/asr_train_asr_raw_en_word/images/optim0_lr0.png +0 -0
- exp/asr_train_asr_raw_en_word/images/optim_step_time.png +0 -0
- exp/asr_train_asr_raw_en_word/images/train_time.png +0 -0
- exp/asr_train_asr_raw_en_word/images/wer.png +0 -0
- exp/asr_train_asr_raw_en_word/valid.acc.ave_10best.pth +3 -0
- meta.yaml +8 -0
README.md
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exp/asr_train_asr_raw_en_word/RESULTS.md
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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: `Thu Mar 3 21:34:18 EST 2022`
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- python version: `3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0]`
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- espnet version: `espnet 0.10.7a1`
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- pytorch version: `pytorch 1.9.0+cu102`
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- Git hash: `3b53aedc654fd30a828689c2139a1e130adac077`
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- Commit date: `Fri Feb 25 00:13:16 2022 -0500`
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## Using Conformer based encoder and Transformer based decoder with spectral augmentation and predicting transcript along with sentiment
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- ASR config: [conf/tuning/train_asr_conformer.yaml](conf/tuning/train_asr_conformer.yaml)
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- token_type: word
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- labels: Positive, Neutral, Negative
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|dataset|Snt|Intent Classification Macro F1 (%)| Weighted F1 (%)| Micro F1 (%)|
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|---|---|---|---|---|
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|decode_asr_asr_model_valid.acc.ave_10best/valid|2415|61.0|65.0|65.6|
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|decode_asr_asr_model_valid.acc.ave_10best/test|2438|61.4|64.4|64.6|
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exp/asr_train_asr_raw_en_word/config.yaml
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exp/asr_train_asr_raw_en_word/images/acc.png
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exp/asr_train_asr_raw_en_word/images/backward_time.png
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exp/asr_train_asr_raw_en_word/images/cer.png
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exp/asr_train_asr_raw_en_word/images/cer_ctc.png
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exp/asr_train_asr_raw_en_word/images/optim0_lr0.png
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exp/asr_train_asr_raw_en_word/valid.acc.ave_10best.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:5009635425b6ed21c7cf5c43edfedde72a32ffdb8ef9e425c9fc2b426be92c6a
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size 540090857
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meta.yaml
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espnet: 0.10.7a1
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files:
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asr_model_file: exp/asr_train_asr_raw_en_word/valid.acc.ave_10best.pth
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python: "3.7.11 (default, Jul 27 2021, 14:32:16) \n[GCC 7.5.0]"
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timestamp: 1646426933.81335
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torch: 1.9.0+cu102
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yaml_files:
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asr_train_config: exp/asr_train_asr_raw_en_word/config.yaml
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