Yushi Ueda commited on
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0ccb1f4
1 Parent(s): 3aa99da

Update model

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README.md ADDED
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exp/asr_train_asr_raw_en_word/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: `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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+
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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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+
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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|
exp/asr_train_asr_raw_en_word/config.yaml ADDED
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exp/asr_train_asr_raw_en_word/images/acc.png ADDED
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exp/asr_train_asr_raw_en_word/images/loss_ctc.png ADDED
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exp/asr_train_asr_raw_en_word/valid.acc.ave_10best.pth ADDED
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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
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_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