Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/BenAAndrew/Voice-Cloning-App
A Python/Pytorch app for easily synthesising human voices
https://github.com/BenAAndrew/Voice-Cloning-App
deep-learning python pytorch tacotron2 text-to-speech tts voice-cloning
Last synced: 10 days ago
JSON representation
A Python/Pytorch app for easily synthesising human voices
- Host: GitHub
- URL: https://github.com/BenAAndrew/Voice-Cloning-App
- Owner: BenAAndrew
- License: bsd-3-clause
- Archived: true
- Created: 2021-03-10T15:49:36.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-02-04T13:27:37.000Z (almost 2 years ago)
- Last Synced: 2024-08-01T22:52:30.026Z (3 months ago)
- Topics: deep-learning, python, pytorch, tacotron2, text-to-speech, tts, voice-cloning
- Language: Python
- Homepage:
- Size: 15.3 MB
- Stars: 1,377
- Watchers: 45
- Forks: 237
- Open Issues: 46
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Voice Cloning App
[](https://circleci.com/gh/BenAAndrew/Voice-Cloning-App)
[](https://discord.gg/wQd7zKCWxT)
[](https://codecov.io/gh/BenAAndrew/Voice-Cloning-App)
[](https://circleci.com/gh/BenAAndrew/Voice-Cloning-App)
[](https://github.com/psf/black)
A Python/Pytorch app for easily synthesising human voices
## [Documentation](https://benaandrew.github.io/Voice-Cloning-App/)
## [Discord Server](https://discord.gg/wQd7zKCWxT)
## [Video guide](https://www.youtube.com/playlist?list=PLk5I7EvFL13GjBIDorh5yE1SaPGRG-i2l)
## [Voice Sharing Hub](https://voice-sharing-hub.herokuapp.com/)
## [FAQ's](faqs.md)
## 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
- [Installation](install.md)
- [Building the dataset](dataset/dataset.md)
- [Training](training/training.md)
- [Synthesis](synthesis/synthesis.md)
- [Making changes](maintenance.md)
## Future Improvements
- Add support for Talknet
- Add GTA alignment for Hifi-gan
- Improved batch size estimation
- AMD GPU support
## Other resources
- [Remote training notebook](https://colab.research.google.com/drive/1YbB_gA2_Rspmm1TDyEDueNXittmtWu1c?usp=sharing)
- Try out existing voices at [uberduck.ai](https://uberduck.ai/) and [Vocodes](https://vo.codes/)
- [Youtube data fetching](https://colab.research.google.com/drive/1_ulm1DKPOw8n0dHt8__2BR4d9WrWdWA4?usp=sharing) (created by Diskr33t#5880)
- [Synthesize in Colab](https://colab.research.google.com/drive/18IJZZDW1NO7KOslg_WMOCrMeiqz9jOYF?usp=sharing) (created by mega b#6696)
- [Generate youtube transcription](https://colab.research.google.com/drive/1KfAJig2jekpjJ5QS8Lpjy8sTd8w_ZuFv?usp=sharing) (created by mega b#6696)
- [Wit.ai transcription](https://colab.research.google.com/drive/1i5hJRZVc0S-tgt5XM8kSoTu2nHBPOPrF#scrollTo=dk689PtThOjn)
## Acknowledgements
This project uses a reworked version of [Tacotron2](https://github.com/NVIDIA/tacotron2). All rights for belong to NVIDIA and follow the requirements of their BSD-3 licence.
Additionally, the project uses [DSAlign](https://github.com/mozilla/DSAlign), [Silero](https://github.com/snakers4/silero-models), [DeepSpeech](https://github.com/mozilla/DeepSpeech) & [hifi-gan](https://github.com/jik876/hifi-gan).
Thank you to Dr. John Bustard at Queen's University Belfast for his support throughout the project.
Supported by [uberduck.ai](https://uberduck.ai/), reach out to them for live model hosting.
Also a big thanks to the members of the [VocalSynthesis subreddit](https://www.reddit.com/r/VocalSynthesis/) for their feedback.
Finally thank you to everyone raising issues and contributing to the project.