Feature Encoding in VAE-based Audio Decoders: Effects of Input, Depth and Distribution

Louis McCallum, Mick Grierson

Neural audio synthesis models like the Realtime Audio Variational autoEncoder (RAVE) achieve impressive genera tion quality, yet how their internal representations encode musical f…