add model card
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README.md
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# ESPnet2: Meld Recipe
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## Demo: How to use in ESPnet2
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```bash
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cd espnet
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pip install -e .
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cd egs2/meld/asr1/
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./run.sh
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```
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## Environments
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- date: `Thu Nov 10 09:07:40 EST 2022`
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- python version: `3.8.6 (default, Dec 17 2020, 16:57:01) [GCC 10.2.0]`
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- espnet version: `espnet 202207`
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- pytorch version: `pytorch 1.8.1+cu102`
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- Git hash: `a7bd6522b32ec6472c13f6a2289dcdff4a846c12`
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- Commit date: `Wed Sep 14 08:34:27 2022 -0400`
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## asr_train_asr_hubert_transformer_adam_specaug_meld_raw_en_bpe850
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- ASR config: conf/tuning/train_asr_hubert_transformer_adam_specaug_meld.yaml
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- token_type: bpe
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- keep_nbest_models: 5
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|dataset|Snt|Emotion Classification (%)|
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|---|---|---|
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|decoder_asr_asr_model_valid.acc.ave_5best/test|2608|39.22|
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|decoder_asr_asr_model_valid.acc.ave_5best/valid|1104|42.64|
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### ASR results
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#### WER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|decoder_asr_asr_model_valid.acc.ave_5best/test|2608|24809|55.5|28.0|16.5|8.4|52.9|96.5|
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|decoder_asr_asr_model_valid.acc.ave_5best/valid|1104|10171|55.3|29.4|15.3|7.0|51.7|96.2|
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#### CER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|decoder_asr_asr_model_valid.acc.ave_5best/test|2608|120780|71.1|10.7|18.2|10.6|39.5|96.5|
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|decoder_asr_asr_model_valid.acc.ave_5best/valid|1104|49323|71.3|11.1|17.6|9.4|38.1|96.2|
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#### TER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|decoder_asr_asr_model_valid.acc.ave_5best/test|2608|35287|57.6|21.8|20.5|7.8|50.2|96.5|
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|decoder_asr_asr_model_valid.acc.ave_5best/valid|1104|14430|57.4|23.2|19.4|6.1|48.6|96.2|
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