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LALMs are shockingly vulnerable to inaudible audio prompts that can make them execute unauthorized actions, even on commercial systems like Mistral AI and Microsoft Azure.
Achieve significantly better vocal-to-accompaniment generation by reformulating it as a discrete masked diffusion process, finally balancing acoustic fidelity, coherence, and orchestration.
