Evaluating Loss Functions in Differentiable Out-of-Domain Sound-Matching with Partial Parameter Distance

Amir Salimi, Daniel Penner, Kalvin Eng +2

In out-of-domain (OOD) sound-matching, a synthesizer is optimized to mimic a sound it did not generate. OOD evaluation of loss functions is underexplored in part because the standa…