Rachel Bittner

TOWARDS EFFECTIVE NEGATION MODELING IN JOINT AUDIO-TEXT MODELS FOR MUSIC

Joint audio-text models are widely used for music retrieval, yet they struggle with semantic phenomena such as negation. Negation is fundamental for distinguishing the absence (or presence) of musical elements (e.g., "with vocals" vs. "without vocals"), but current systems fail to represent this rel…