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MultiTalk: Scaling Full-Duplex Speech Models to Long, Multi-Party, Bilingual Conversation
MultiTalk introduces 57.6k hours of synthetic multi-party bilingual dialogue data and MultiTalkBench for long-form full-duplex evaluation, training a model that sustains coherent extended multi-party English-Chinese conversation and outperforms open-source baselines.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 2/5