Author

Ziyang Jiang

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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

Preprint Aug 2026

Hear, Invoke, and Understand: A Skill-Calling Multimodal Agent for Large Audio Language Models

SpeechAgent-R, an audio agent that coordinates its intrinsic multimodal understanding with external skills and tools, is developed and HIU-Bench is introduced to jointly evaluate task performance, interaction quality and generalization to diverse task settings.

Yuwen Wang, Tian-Hao Zhang, Ming Cai et al. · 0 citations