Nicolas Dugué

SPARSE AUTOENCODERS MAKE AUDIO FOUNDATION MODELS MORE EXPLAINABLE

Audio pretrained models are widely employed to solve various tasks in speech processing, sound event detection, or music information retrieval. However, the representations learned by these models are unclear, and their analysis mainly restricts to linear probing of the hidden representations. In th…