https://github.com/usernaamee/audio-GAN

https://github.com/usernaamee/audio-GAN

audio gan keras python

Last synced: 8 days ago
JSON representation

• Host: GitHub
• URL: https://github.com/usernaamee/audio-GAN
• Owner: usernaamee
• License: gpl-3.0
• Created: 2016-09-15T05:06:58.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2016-09-15T09:50:29.000Z (almost 8 years ago)
• Last Synced: 2024-02-28T21:32:04.506Z (4 months ago)
• Topics: audio, gan, keras, python
• Language: Python
• Size: 162 KB
• Stars: 66
• Watchers: 4
• Forks: 20
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• awesome-deeplearning-resources - Implementation of Generative Adversarial Networks, for Audio.

README

        
# Implementation of [Generative Adversarial Networks](https://arxiv.org/abs/1406.2661), for Audio.

Idea is to be able to generate speech using GANs.

Project inspired from [keras-dcgan](https://github.com/jacobgil/keras-dcgan).

## Todo

- [x] GAN trained for generating/discriminating half second audios using data from [Librispeech corpus](http://www.openslr.org/12/) and MLP models.

- [ ] Refactor the above code

- [ ] Parametrize training (model arch params, hyperparams)

- [ ] Implement GA for passing and evaling various model archs