What Makes a Good Layer? Assessing the Layer-Wise Intrinsic Properties of Music Foundation Models

Angelos-Nikolaos Kanatas, Yuexuan Kong, Pablo Alonso-Jiménez +2

Music foundation models are commonly used as frozen audio feature extractors, yet selecting which layer to extract from remains largely heuristic. Current practice defaults to fixe…