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Paper · arXiv

Can You Say This for Me? Speaking Up by Proxy in Co-Located Discussion

Equal participation in co-located discussion is important for effective collaboration, yet people often hold back when they anticipate negative interpersonal or professional consequences, especially when raising a point requires voicing it themselves. We present SecondVoice, a mixed-reality system that enables people to speak up through an embodied virtual proxy. By separating what is said from who says it, SecondVoice brings hesitant points into the live spoken discussion without putting the speaker on the spot. Using a private overlay, users specify their intent through a structured specification process rather than composing a full utterance. The system reformulates the input and voice...

AuthorsYue Shen, Rehema Abulikemu, Ryan P. McMahan et al.
Primary categorycs.AI
Published22 August 2026
Last updated at source22 August 2026
cs.AIcs.ETcs.HC
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