DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning

Tristan Wu, Daniel Chin, Junan Zhang +3

Synthesizer inversion is challenging for two main reasons: 1) Distinct parameter configurations can produce perceptually similar sounds. 2) Parameter-space losses often fail to ref…