Xize Cheng
2 indexed papers
Recent (6 mo)
2With code
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2026
X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment
This paper proposes X$^3$-OPD, a framework for transferring reasoning capabilities from text-based models to audio-language models using on-policy distillation.
OmniVChat: Synthesizing, Benchmarking, and Training for Native Audio-Visual Dialogue
The paper presents OmniVChat-Studio, a multi-agent data engine for synthesizing audio-visual dialogues, and OmniVChat-RL, a reinforcement learning reward design for evaluating omni models.
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eess.AScs.AIeess.IVEmpiricalRecentSep 18, 2026
OmniVChat: Synthesizing, Benchmarking, and Training for Native Audio-Visual Dialogue
Haolin He, Yunfei Chu, Qi Chen, Wen Huang +14 more
The paper presents OmniVChat-Studio, a multi-agent data engine for synthesizing audio-visual dialogues, and OmniVChat-RL, a reinforcement learning reward design for evaluating omni models.
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cs.LGEmpirical