Repository for the paper "Generating Diverse Vocal Bursts with StyleGAN2 and MEL-Spectrogram". Forked from the stylegan3 repository (https://github.com/NVlabs/stylegan3).
data_processing/: Utilities for converting the audio dataset to mel-spectrograms that you can try StyleGAN2 on.audio_sample_generation/: Utilities for generating audio samples or performing interpolation using a trained model.fad/: Utilities for computing FAD along with pre-computed statistics of the data.stylegan3/: Original StyleGAN3 repository cloned here (we use the StyleGAN3 repository since it has additional convenience functions and still allows for training with the StyleGAN2-Ada setup).audio_inversion_experiments.ipynb: Mel-spectrogram round-tripping experiments showing the effect of various parameters on audio inversion quality.train.sh: Training script for StyleGAN