RVC-Project / RVC-Project/Retrieval-based-Voice-Conversion-WebUI
Why does my RVC model produces bad results?
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- Python
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Description
I created a RVC model and I had it set to 50 epochs for training. It produces bad results. Here is the audio file I used for training, I used version v2 and I set the target sample rate to 48k.
https://files.catbox.moe/440g5r.wav
Here is the input file I used.
https://vocaroo.com/11ANq5W9xFd5
Here is the output file.
https://vocaroo.com/136PewYoZmL3
Edit: I discovered Seed-VC which worked well with 6 minutes of training data. It was also worked with 14 seconds of training data.
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- Read the whole issue, then the project's contributing guide.
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Research direction
Start by reviewing the linked training, input, and output audio along with the v2, 48kHz, and 50-epoch settings. No source file or test is identified, so first establish a reproducible failure and define the expected output quality; the issue is complete only when the cause and a concrete corrective change are clear.
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Assessment
- Tech stack
- python
- Domain
- audio-video-rtc, machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100