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DIFFA: Large Language Diffusion Models Can Listen and Understand

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DIFFA is the first diffusion-based large audio-language model for spoken language understanding.
It combines a frozen diffusion LLM with dual adapters (semantic + acoustic) to enhance audio perception and reasoning.