MetricGAN-PyTorch

MetricGAN with PyTorch, currently in progress. I will finish this project in the near future 🚧 🚧

Difference from official

• Spectral normalization. Official uses a Keras-based implementation, but in the current repository we use the official implementation of PyTorch.
• Batch size. official only support batch size equal 1.

Dependencies

1. Install CUDA and PyTorch
2. pip install -r requirements.txt

Usage

TODO

TODO

• Add generator and discriminator
• Add optimizer and data preprocess
• Add config file
• Add trainer and train script
• Add validation logic
• Add normalization of inputs
• Add clipping constant
• Do more tests
• Improve comments and README
• Add enhancement script