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Xuan Zhang

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#natural language process... Preprint Sep 2026

I'll Keep an Ear Out: Teaching AudioLLMs Proactive Audio Assistance

Interrupt and Silent Modeling (ISM), a model-agnostic paradigm that embeds proactive decisions into LLM decoding via two special tokens, is proposed, capturing four states: onset detection, sustained-relevance triggering, irrelevance suppression, and de-duplication.

Amit Kumar Singh Yadav, Ritvik Shrivastava, Xuan Zhang et al. · 1 citation

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