# Using wav2vec2 for own usecase

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**Category:** Beginners\
**Created:** [May 12, 2021, 4:45pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fusing-wav2vec2-for-own-usecase%2F6147 "2021-05-12T16:45:45Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![Ayushb](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/ayushb/32/2954_2.png) [@Ayushb](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FAyushb)%5C
**Post date:** [May 12, 2021, 4:45pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fusing-wav2vec2-for-own-usecase%2F6147%2F1 "2021-05-12T16:45:45Z")

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I’m looking to use wav2vec2 english for own project use-case for the purpose of transcription, it is possible that I can feed large audio files (upto 1hr of duration) for the task?  
Thanks in Advance!

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**Author:** ![Rajaram1996](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/rajaram1996/32/3025_2.png) [@Rajaram1996](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FRajaram1996)%5C
**Post date:** [May 12, 2021, 7:34pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fusing-wav2vec2-for-own-usecase%2F6147%2F2 "2021-05-12T19:34:48Z")

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Yes, you should be able to. [Here](https://huggingface.co/blog/fine-tune-wav2vec2-english) are some references on fine-tuning wav2vec on common voice dataset. With a csv file having one column for location of audio clips and the other column the label, you can fine-tune it for your own audio files.

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**Author:** ![Ayushb](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/ayushb/32/2954_2.png) [@Ayushb](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FAyushb)%5C
**Post date:** [May 13, 2021, 6:13am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fusing-wav2vec2-for-own-usecase%2F6147%2F4 "2021-05-13T06:13:52Z")

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Thanks will definitely check this out!
