Junichi Shimizu

GANStrument: Adversarial Instrument Sound Synthesis with Pitch-Invariant Instance Conditioning

We propose GANStrument, a generative adversarial model for instrument sound synthesis. Given a one-shot sound as input, it is able to generate pitched instrument sounds that reflect the timbre of the input within an interactive time. By exploiting instance conditioning, GANStrument achieves better f…