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cs.SD2026
I'll Keep an Ear Out: Teaching AudioLLMs Proactive Audio Assistance
Amit Kumar Singh Yadav, Ritvik Shrivastava, Xuan Zhang +4
Audio large language models (AudioLLMs) operate reactively, responding only when queried. We introduce proactive audio assistance, where an AudioLLM monitors an audio stream and au…
cs.AI2026
Speak or Stay Silent: Context-Aware Turn-Taking in Multi-Party Dialogue
Kratika Bhagtani, Mrinal Anand, Yu Chen Xu +1
Existing voice AI assistants treat every detected pause as an invitation to speak. This works in dyadic dialogue, but in multi-party settings, where an AI assistant participates al…