Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors

Anastasia Natsiou, Luca Longo, Sean O'Leary

Controllable timbre synthesis has been a subject of research for several decades, and deep neural networks have been the most successful in this area. Deep generative models such a…