By embedding imperceptible, error-minimizing noise into the music, HarmonyCloak effectively prevents AI systems from extracting meaningful patterns, all while preserving the perceptual quality of the music for human listeners. Our approach leverages time-dependent optimization constraints and psychoacoustic principles to ensure that the protective noise remains undetectable to the human ear.