Abstract:

Voice style transfer has focused on transforming speech between speakers, leaving singing style, independent of speaker, unexplored. We introduce SingStyleTransfer, a VAE-GAN to perform singing style transfer across genres. The model is evaluated on the SingStyle111 dataset for its ability to carry out genre-to-genre transformations.