AI Research
Causal Analysis and Mitigation of Spurious Onsets in Full-Duplex Speech LLMs
Solving the persistent challenge of involuntary speech in real-time generative audio systems.
Speech-to-speech LLMs like Moshi, and its derivative PersonaPlex, can listen and speak concurrently through full-duplex generation. However, they can begin speaking inappropriately during prolonged user silence: under digital-zero input, Moshi and PersonaPlex initiate speech in 1...
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ArXiv CS.CL
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ArXiv CS.CL
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Generated insight by OnAirToday AI
Addressing spurious onsets is a critical milestone for making real-time, full-duplex voice assistants feel natural rather than intrusive during silent pauses. By decoupling model generation from silence-based hallucinations, researchers are significantly enhancing the reliability of seamless human-AI conversation.
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