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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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+
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+ ## ESPnet2 ASR model
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+
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+ ### `espnet/wanchichen_fleurs_multilingual_asr_hubert_frontend`
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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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+
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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: `Sun Aug 21 15:18:30 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 202205`
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+ - pytorch version: `pytorch 1.8.1+cu102`
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+ - Git hash: `45e8cb9173a072f85ee7a7ccbcae06af7c5c484a`
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+ - Commit date: `Wed Jun 1 14:21:14 2022 +0900`
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+
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+ ## asr_train_asr_hubert_raw_all_raw_all_bpe6500_sp
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+ ### WER
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+
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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.best/test_all|77809|1669969|54.2|38.1|7.8|4.0|49.9|99.7|
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+ |decode_asr_asr_model_valid.acc.best/dev_all|31622|610500|53.4|38.7|7.9|3.5|50.1|99.5|
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+
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+ ### CER
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+
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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.best/test_all|77809|10876592|85.1|7.4|7.5|3.2|18.0|99.7|
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+ |decode_asr_asr_model_valid.acc.best/dev_all|31622|3988181|84.7|7.7|7.7|2.8|18.1|99.5|
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+
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+ ### TER
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+
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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.best/test_all|77809|9622352|82.8|9.2|8.0|3.4|20.6|99.7|
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+ |decode_asr_asr_model_valid.acc.best/dev_all|31622|3547834|82.4|9.4|8.2|3.0|20.6|99.5|