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--- |
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language: ja |
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tags: |
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- speech |
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license: other |
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--- |
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# distilhubert-ft-japanese-50k |
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Fine-tuned (more precisely, continue trained) 50k steps model on Japanese using the [JVS corpus](https://sites.google.com/site/shinnosuketakamichi/research-topics/jvs_corpus), [Tsukuyomi-Chan corpus](https://tyc.rei-yumesaki.net/material/corpus/), [Amitaro's ITA corpus V2.1](https://amitaro.net/), and recorded my own read [ITA corpus](https://github.com/mmorise/ita-corpus). |
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## Attention |
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This checkpoint was used the [JVS corpus](https://sites.google.com/site/shinnosuketakamichi/research-topics/jvs_corpus) when training. Please read and accept the [terms of use](https://sites.google.com/site/shinnosuketakamichi/research-topics/jvs_corpus#h.p_OP_G8FT_Kuf4) |
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(This terms of use was also applies this checkpoint. This means also applies this "terms of use" when you use this checkpoint with another project etc...) |
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# References |
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Original repos, Many thanks!: |
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[S3PRL](https://github.com/s3prl/s3prl/tree/main/s3prl/pretrain) |
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- Using this when training (with little modify for train using own datasets). |
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[distilhubert (hf)](https://huggingface.co/ntu-spml/distilhubert) |
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Note: As same as the original, this model does not have a tokenizer as it was pretrained on audio alone. In order to use this model speech recognition, a tokenizer should be created and the model should be fine-tuned on labeled text data. Check out [this blog](https://huggingface.co/blog/fine-tune-wav2vec2-english) for more in-detail explanation of how to fine-tune the model. |
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# Usage |
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See [this blog](https://huggingface.co/blog/fine-tune-wav2vec2-english) for more information on how to fine-tune the model. Note that the class `Wav2Vec2ForCTC` has to be replaced by `HubertForCTC`. |
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Note: This is not the best checkpoint and become more accurate with continued train, I think. I'll try to continue when I have a time. |
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## Credits |
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- [JVS corpus](https://sites.google.com/site/shinnosuketakamichi/research-topics/jvs_corpus) |
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- [Tsukuyomi-Chan corpus](https://tyc.rei-yumesaki.net/material/corpus/) |
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``` |
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■つくよみちゃんコーパス（CV.夢前黎） |
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``` |
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[https://tyc.rei-yumesaki.net/material/corpus/](https://tyc.rei-yumesaki.net/material/corpus/) |
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- [Amitaro's ITA corpus](https://amitaro.net/) |
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``` |
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あみたろの声素材工房 |
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``` |
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[https://amitaro.net/](https://amitaro.net/) |
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Thanks! |
