Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering

Cheng-Kuang Chang, Kai-Wei Chang, Alexander H. Liu, James Glass

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arXiv:2606.11386v1 Announce Type: cross Abstract: Full-duplex spoken language models (FD-SLMs) enable seamless speech interaction by allowing models to listen and speak simultaneously, yet the internal mechanism by which they coordinate listening and speaking remains underexplored. We analyze the predictive behavior encoded in FD-SLM hidden...

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