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Add README.md
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README.md
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---
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language:
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- en
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tags:
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- rvc
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- voice cloning
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- The Amazing World of Gumball
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- Gumball Watterson
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- Jacob Hopkins
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---
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## Model Details
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Voice of Jacob Hopkins as Gumball Watterson in the Season 3 of the cartoon The Amazing World of Gumball.
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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- **Developed by:** [ijik-loker](https://huggingface.co/ijik-loker)
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- **Model type:** [Retrieval-based Voice Conversion (RVC)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI)
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- **Language(s):** English
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## Uses
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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Used in the popular Retrieval-based Voice Conversion WebUI via inference or real-time using [Voice Changer](https://github.com/w-okada/voice-changer).
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The index file should be used alongside the model.
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## Training Details
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### Training Data
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<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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#### Voice clips dataset total duration
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v1 model: 11min 18s
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v2 model: 26min 50s
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Trained using these episodes from Season 3:
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1. The Boss
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2. The Move
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3. The Burden
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4. The Bros
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5. The Countdown
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6. The Nobody
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7. The Fraud
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8. The Void
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9. The Name
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10. The Extras (1 line)
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11. The Oracle
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12. The Safety
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13. The Procrastinators
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14. The Puppy
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15. The Recipe
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16. The Society
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17. The Spoiler
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### Training Procedure
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<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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1. Remove noise using [Ultimate Vocal Remover 5](https://github.com/Anjok07/ultimatevocalremovergui) UVR-DeNoise.
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2. Extract vocals using RVC Web UI [HP5-主旋律人声vocals+其他instrumentals.pth](https://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/uvr5_weights/HP5-%E4%B8%BB%E6%97%8B%E5%BE%8B%E4%BA%BA%E5%A3%B0vocals%2B%E5%85%B6%E4%BB%96instrumentals.pth).
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3. Remove echo and reverb using Ultimate Vocal Remover 5 UVR-DeEcho-DeReverb.
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4. Manually diarise voices in [Audacity](https://www.audacityteam.org/) using labels.
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5. Export multiple to .wav by labels.
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6. Train using RVC
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* Target Sample Rate: 48k
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* Version: v2
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* Total training epochs: 200
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* Base model G: f0G48k.pth
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* Base model D: f0D48k.pth
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