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--- |
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tags: |
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- espnet |
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- audio |
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- speech-recognition |
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language: en |
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datasets: |
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- aesrc2020 |
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license: cc-by-4.0 |
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--- |
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## ESPnet2 ASR model |
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### `espnet/brianyan918_aesrc2020_asr_conformer` |
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This model was trained by Brian Yan using the aesrc2020 recipe in [espnet](https://github.com/espnet/espnet/). |
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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/aesrc2020/asr1 |
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./run.sh --skip_data_prep false --skip_train true --download_model espnet/brianyan918_aesrc2020_asr_conformer |
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``` |
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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: `Sat Aug 20 06:55:57 EDT 2022` |
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- python version: `3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0]` |
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- espnet version: `espnet 202207` |
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- pytorch version: `pytorch 1.8.1` |
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- Git hash: `c892feb2ba248c85b683bf3cdef6c8f7ce85449a` |
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- Commit date: `Thu Aug 18 11:54:56 2022 -0400` |
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## asr_train_asr_raw_en_bpe5000_sp |
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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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|decode_asr_asr_model_valid.acc.ave/test|15299|146813|94.8|4.7|0.6|0.7|5.9|31.9| |
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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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|decode_asr_asr_model_valid.acc.ave/test|15299|708064|97.9|1.2|0.9|0.7|2.8|31.9| |
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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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|decode_asr_asr_model_valid.acc.ave/test|15299|165136|93.2|4.3|2.6|0.6|7.4|31.9| |
