Unsupervised Estimation of Nonlinear Audio Effects: Comparing Diffusion-Based and Adversarial approaches

Eloi Moliner1, Michal Švento2, Alec Wright3, Lauri Juvela1, Pavel Rajmic2, Vesa Välimäki1

1Aalto Acoustic Lab, DICE, Aalto University, Espoo, Finland
2Department of Telecommunications, FEEC, Brno University of Technology, Czechia
3
Acoustics and Audio Group, University of Edinburgh, Edinburgh, UK

Accepted to the 28th International Conference on Digital Audio Effects (DAFx25).

Abstract

Clean Distortion

Listening comparison for Clean distortion

Light Distortion

Listening comparison for Light distortion

Heavy Distortion

Listening comparison for Heavy distortion