Author

Ziyang Jiang

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Review Sep 2026

Multimodal Target Speaker Extraction: Towards Unified Speaker Cues Across Modalities

A review of the current landscape and open problems in multimodal TSE from the perspective of auxiliary target cues drawn from multiple modalities and summarizes future directions concerning adaptive cue fusion, instruction-driven extraction, realistic evaluation, and trustworthy deployment.

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