Best way to make a RVC model in 2024?

Discussion in 'Working with Sound' started by daddytang, Jan 20, 2024.

  1. daddytang

    daddytang Producer

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    Looks like google collab has banned RVC voice models. I see several paid software options but have not tried them. I made several RVC models last summer but I dont see a way to create them now for free. Any ideas?
     
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  3. yodadl

    yodadl Member

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  4. daddytang

    daddytang Producer

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    Thanks!
     
  5. daddytang

    daddytang Producer

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  6. yodadl

    yodadl Member

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    @daddytang
    Sadly, no good tutorial.
    But this is rather simple:
    • Download the version for your GPU and extract
    • run go-web.bat (your web browser will open the app page)
    • Select "training" tab and enter a name for your model
    • Specify your dataset full path (wav or mp3 files are OK, maybe other formats as well)
    • most default settings are fine, set your epochs number
    • Click the "one click training" button bottom right
    • wait till the end
    Once done you can add epochs and train more your model.

    You can test your model in inference tab.

    Of course training can take time depending on your dataset length, and CPU / GPU.
     
  7. canbi

    canbi Kapellmeister

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    rvcDisconnected colab
    terrible "code" quality but works
    • colab limits gpu usage, 24h model training interval recommended
    • dataset: normalized mono wav file named as file1.wav, processed with UVR-DeEcho-DeReverb, (available on mvsep, 10min max) stripped out of silences, optionally 16bit (sake of file size), packed to zip file and uploaded to Google Drive
    • dataset length: less than 25 minutes on new pretrains else more than 10
    • samplerate: 48kHz if old pretrains else 40kHz
    • crepe hop: 64
    • pitch extraction algorithm: rmvpe
    • cpu threads: 2 if not colab pro else more (unconfirmed)
    • batch size: more than 7
    • pitch guidance recommended
    • epochs: more than 40 on new pretrains else more than 100
    • enable autosave, you can download models later (/content/Mangio-RVC-Fork/weights)
    also reminder that replay is not a voice cloning app :no::no:
     
    Last edited: Jan 21, 2024
  8. daddytang

    daddytang Producer

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    thank you for this!
     
  9. Vladimir Skat

    Vladimir Skat Newbie

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    Why is my Index file not being created? Constantly gives an error! Help!..
    Sorry for Google translator.
     
  10. Dyslexicon

    Dyslexicon Noisemaker

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    Assuming one has a paid Google Colab account, are there any functional and comprehensible RVC model-training colabs anymore?
    I cant get past the interfaces on either desktop apps or figure the colabs out, they all seem poorly ported from Chinese and largely incomprehensible. I succeeded in training a So-Vits-SVC model last year but there doesnt seem to be either a comprehensible tutorial or a working inference anywhere. Need help if anyone can get me over the geek gatekeeping walls!
    Thanks
     
  11. phenomboy

    phenomboy Producer

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  12. Dyslexicon

    Dyslexicon Noisemaker

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    Great! And what about actually applying the model to target audio, what is the best interface or colab currently?
    I dont have a local NVIDIA GPU unfortunately, but do have paid colab
     
  13. phenomboy

    phenomboy Producer

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    https://docs.aihub.wtf/rvc/cloud/applio-colab/
     
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