proxeeus / Synth1GAN

A GAN to generate preset banks for famous and free VST plugin Synth1

This Synth1 Bank Does Not Exist

TEST Local man tries to learn PyTorch before going to graduate school.

How to Use

1. create_csv.ipynb is used to generate a CSV file from the big folder of presets synth_patches
2. The first half offeature_engineering.ipynb cleans up the data, normalizes it, and puts it in a form to be fed into the model.
3. synth_gan_gp.ipynb takes that normalized data, trains a WGAN GP on it, and spits out generated batches in wgan_gp_final
4. The second half of feature_engineering.ipynb has some code to turn a .csv file in wgan_gp_final into a Synth1 Preset folder that you can load into Synth1.