2025
SynthRL: Cross-domain Synthesizer Sound Matching via Reinforcement Learning
IJCAI 2025
Generalization of synthesizer sound matching to external instrument sounds is highly challenging due to the non-differentiability of sound synthesis process which prohibits the use of out-of-domain sounds for training with synthesis parameter loss. We propose SynthRL, a novel reinforcement learning