Author

Sam

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Preprint Oct 2026

Beyond Two Tracks: Speaker-Anchored Full-Duplex Dialogue Recovery

Spoken interaction is moving from alternating turns to full-duplex conversation, where an agent listens while speaking. Learning this coordination requires natural dialogue with persistent speaker-resolved tracks, a data requirement that remains difficult to satisfy at scale. Generative recovery offers a route from ord...

Chen Yuxuan, Xiao Yang, Jack Sun et al. · 0 citations

#artificial intelligence Preprint Oct 2026

Reference-Guided Turn-Taking Style Transfer for Full-Duplex Spoken Language Models

A single late-layer residual-stream direction is identified: a single late-layer residual-stream direction, the initiative vector, extracted from the model's own conversations without training or annotation, which transfers a speaker's turn-taking style to the model.

Chen Yuxuan, Xiao Yang, Jack Sun et al. · 0 citations