Tzu-Chuan Lin

Modeling Melodic Feature Dependency with Modularized Variational Auto-encoder

Automatic melody generation has been a long-time aspiration for both AI researchers and musicians. However, learning to generate euphonious melodies has turned out to be highly challenging. This paper introduces 1) a new variant of variational autoencoder (VAE), where the model structure is designed…