Sparse Autoencoders Make Audio Foundation Models more Explainable

Théo Mariotte, Martin Lebourdais, Antonio Almudévar +3

Audio pretrained models are widely employed to solve various tasks in speech processing, sound event detection, or music information retrieval. However, the representations learned…