Auditing Training Data in Generative Music Models via Black-Box Membership Inference

Yi Chen Liu, Jiawei Yu, Kexin Cao +3

Recent advances in text-to-music generation enable high-fidelity synthesis of structured musical audio, raising growing concerns about data provenance, consent, and training transp…