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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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- google/fleurs |
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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/wanchichen_fleurs_asr_conformer_sctctc` |
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This model was trained by William Chen using the fleurs 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/fleurs/asr1 |
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./run.sh |
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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 Oct 22 14:55:21 EDT 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: `e534106b837ff6cdd29977a52983c022ff1afb0f` |
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- Commit date: `Sun Sep 11 22:31:23 2022 -0400` |
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## asr_train_asr_xlsr_conformer_scctc_raw_all_bpe6500_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_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave_3best/test_all|77809|1592160|70.5|26.1|3.4|3.4|32.9|97.0| |
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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_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave_3best/test_all|77809|10235271|92.2|4.7|3.1|2.6|10.4|97.0| |
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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_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave_3best/test_all|77809|9622352|91.3|5.6|3.1|2.7|11.4|97.0| |
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