# Do we need to fine-tune Wav2Vec2FeatureExtractor?

**URL:** <https://discuss.huggingface.co/t/do-we-need-to-fine-tune-wav2vec2featureextractor/8260>\
**Category:** Beginners\
**Created:** [July 12, 2021, 5:12am UTC](https://discuss.huggingface.co/t/do-we-need-to-fine-tune-wav2vec2featureextractor/8260 "2021-07-12T05:12:58Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![kouohhashi](https://avatars.discourse-cdn.com/v4/letter/k/45deac/32.png) [@kouohhashi](https://discuss.huggingface.co/u/kouohhashi)\
**Post date:** [July 12, 2021, 5:12am UTC](https://discuss.huggingface.co/t/do-we-need-to-fine-tune-wav2vec2featureextractor/8260/1 "2021-07-12T05:12:59Z")

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Hi,  
I’m thinking about training wav2vec2 model for Japanese.  
And I have a question.  
Do we need Wav2Vec2FeatureExtractor as well?  
Or can we use Wav2Vec2FeatureExtractor for any languages?

Thanks in advacne.

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<div class="post-metadata">

**Author:** ![kouohhashi](https://avatars.discourse-cdn.com/v4/letter/k/45deac/32.png) [@kouohhashi](https://discuss.huggingface.co/u/kouohhashi)\
**Post date:** [July 15, 2021, 8:56am UTC](https://discuss.huggingface.co/t/do-we-need-to-fine-tune-wav2vec2featureextractor/8260/2 "2021-07-15T08:56:09Z")

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[Found answer]It seems there are 2 kinds of feature extractors.  
1st one is just normalize raw audio and 2nd one is part of architecture.  
Since 1st one is just normalizing raw audio, I don’t think we need to train it.