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A Python/Pytorch app for easily synthesising human voices

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Voice Cloning App

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A Python/Pytorch app for easily synthesising human voices

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System Requirements

  • Windows 10 or Ubuntu 20.04+ operating system
  • 5GB+ Disk space
  • NVIDIA GPU with at least 4GB of memory & driver version 456.38+ (optional)

Key features

  • Automatic dataset generation (with support for subtitles and audiobooks)
  • Additional language support
  • Local & remote training
  • Easy train start/stop
  • Data importing/exporting
  • Multi GPU support

Manual Guides

Future Improvements

  • Add support for Talknet
  • Add GTA alignment for Hifi-gan
  • Improved batch size estimation
  • AMD GPU support

Other resources

Acknowledgements

This project uses a reworked version of Tacotron2. All rights for belong to NVIDIA and follow the requirements of their BSD-3 licence.

Additionally, the project uses DSAlign, Silero, DeepSpeech & hifi-gan.

Thank you to Dr. John Bustard at Queen's University Belfast for his support throughout the project.

Supported by uberduck.ai, reach out to them for live model hosting.

Also a big thanks to the members of the VocalSynthesis subreddit for their feedback.

Finally thank you to everyone raising issues and contributing to the project.

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