Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness. - Jingyu Lu 001; Yuhan Wang; Fan Zhuo; Xize Cheng; Changhao Pan; Xueyi Pu; Yifu Chen; Chenyuhao Wen; Tianle Liang; Zhou Zhao 001 (CoRR, 2026)

WavAlign: Enhancing Intelligence and Expressiveness in Spoken Dialogue Models via Adaptive Hybrid Post-Training. - Yifu Chen; Shengpeng Ji; Qian Chen 003; Tianle Liang; Yangzhuo Li; Ziqing Wang; Wen Wang; Jingyu Lu 001; Haoxiao Wang; Xueyi Pu; Fan Zhuo; Zhou Zhao 001 (CoRR, 2026)

VoxMind: An End-to-End Agentic Spoken Dialogue System. - Tianle Liang; Yifu Chen; Shengpeng Ji; Yijun Chen; Zhiyang Jia; Jingyu Lu 001; Fan Zhuo; Xueyi Pu; Yangzhuo Li; Zhou Zhao 001 (CoRR, 2026)