Unveiling the Potential of LLM-Based ASR on Chinese Open-Source Datasets. - Xuelong Geng; Tianyi Xu; Kun Wei; Bingshen Mu; Hongfei Xue; He Wang 022; Yangze Li; Pengcheng Guo; Yuhang Dai; Longhao Li; Mingchen Shao; Lei Xie 001 (ISCSLP, 2024)

Ideal-LLM: Integrating Dual Encoders and Language-Adapted LLM for Multilingual Speech-to-Text. - Hongfei Xue; Wei Ren; Xuelong Geng; Kun Wei; Longhao Li; Qijie Shao; Linju Yang; Kai Diao; Lei Xie 001 (CoRR, 2024)

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia. - Xuelong Geng; Kun Wei; Qijie Shao; Shuiyun Liu; Zhennan Lin; Zhixian Zhao; Guojian Li; Wenjie Tian; Peikun Chen; Yangze Li; Pengcheng Guo; Mingchen Shao; et al. (CoRR, 2025)

Steering Language Model to Stable Speech Emotion Recognition via Contextual Perception and Chain of Thought. - Zhixian Zhao; Xinfa Zhu; Xinsheng Wang; Shuiyuan Wang; Xuelong Geng; Wenjie Tian; Lei Xie 001 (CoRR, 2025)

Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning. - Hongfei Xue; Yufeng Tang; Hexin Liu; Jun Zhang; Xuelong Geng; Lei Xie 001 (CoRR, 2025)

Selective Invocation for Multilingual ASR: A Cost-effective Approach Adapting to Speech Recognition Difficulty. - Hongfei Xue; Yufeng Tang; Jun Zhang; Xuelong Geng; Lei Xie 001 (CoRR, 2025)

OSUM-EChat: Enhancing End-to-End Empathetic Spoken Chatbot via Understanding-Driven Spoken Dialogue. - Xuelong Geng; Qijie Shao; Hongfei Xue; Shuiyuan Wang; Hanke Xie; Zhao Guo; Yi Zhao; Guojian Li; Wenjie Tian; Chengyou Wang; Zhixian Zhao; Kangxiang Xia; et al. (CoRR, 2025)