ConceptCaps: a Distilled Concept Dataset for Interpretability in Music Models

Bruno Sienkiewicz, Łukasz Neumann, Mateusz Modrzejewski

Concept-based interpretability methods like TCAV require clean, well-separated positive and negative examples for each concept. Existing music datasets lack this structure: tags ar…