20 citations · 28 across the 15 of their papers we have counts for
5 papers · 1 filter
Full-Duplex Interaction with Speech, Expressions and Gestures
Siyin Wang, Wenyi Yu, Terumi Chiba +5
Human face-to-face conversation requires coordinating speech, gestures and expressions across both speaking and listening. We present ELLSA 2, an end-to-end full-duplex dialogue mo…
TVPara: Paralinguistic Captioning of Expressive TV-Series Speech in Complex Acoustic Environments
Ziyang Zhang, Wenyi Yu, Wen Wu +2
Large audio-language models (LALMs) struggle to parse paralinguistics (e.g., emotion, pace, pitch) in speech that combines intense emotion with complex acoustic environments. Stren…
SALMONN-duo: Adaptive Dual-System Coordination for Full-Duplex Voice Agents
Wenyi Yu, Siyin Wang, Terumi Chiba +5
Full-duplex speech large language models (LLMs) enable low-latency, natural voice interaction. However, real-world agents must also use tools and perform deliberative reasoning-ope…
Spectral Allocation: Why Muon Outperforms Adam, and How to Improve Muon
Xiaodong Wu, Wenyi Yu, Chao Zhang +1
Orthogonal optimisers such as Muon can substantially accelerate large language model pretraining relative to Adam, yet the mechanism remains incompletely understood. We investigate…
SALMONN-2: Advancing General-Purpose Hearing Abilities with Self-Supervised Representations
Xiaoyu Yang, Xuenan Xu, Wenyi Yu +10
Recent audio large language models (ALLMs) are typically built upon audio encoders trained with large amounts of supervised data. Since self-supervised learning (SSL) audio encoder…