I just submitted MusicGAN to the #TFWorld hackathon and thought I’d post my results! A link to a video demo can be found in the repo. MusicGAN is just the catchy name I gave the project. I essentially implemented the architecture described in WaveGAN with WGAN-GP using Tensorflow 2. I had actually tried to create an LSTM with minature WaveGANs to create audio of any duration, however, I was unable to get it to work well enough before the submission deadline. I am currently looking at creating sounds with different instruments, and will then return to my attempt at the recurrent version.