Author

Qi-Quan Zhang

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Review Sep 2026

Multimodal Target Speaker Extraction: Towards Unified Speaker Cues Across Modalities

Target Speaker Extraction (TSE) is pivotal in speech communication and human-computer interaction, enabling the isolation of a specific speaker's voice from complex acoustic environments, i.e., the cocktail party scenario. Although traditional TSE systems conditioned on enrollment speech have progressed substantially,...

Xin-Yuan Qian, Yang Zhou, Zi-Yang Jiang et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Qwen-Audio-3.1-Realtime: Towards Reliable Agentic Voice Interaction

Real-time voice assistants must reason over evolving requests, execute actions, and follow conversational rules. Qwen-Audio-3.1-Realtime brings these requirements together through Think, Act, and Speak and Coordinate. Think combines Core-Cocktail supervised fine-tuning with Multimodality and Multi-Teacher On-Policy Dis...

Lu-Jia Bao, Qian Chen, Luyao Cheng et al. · 1 citation