Dave B. Carlton

Transformer VAE: A Hierarchical Model for Structure-Aware and Interpretable Music Representation Learning

Structure awareness and interpretability are two of the most desired properties of music generation algorithms. Structure-aware models generate more natural and coherent music with long-term dependencies, while interpretable models are more friendly for human-computer interaction and co-creation. To…