Siyou Li — accepted AI-conference papers

2025

LawDNet: Enhanced Audio-Driven Lip Synthesis via Local Affine Warping Deformation

Junli Deng, Yihao Luo, Xueting Yang, Siyou Li, Wei Wang, Jinyang Guo +1

ICASSP 2025accepted

In the domain of photorealistic talking head generation, the fidelity of audio-driven lip motion synthesis is essential for realistic virtual interactions. Existing methods face two key challenges: a lack of vivacity due to limited diversity in generated lip poses and noticeable anamorphose motions…

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2025

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix

Ziyang Ma, Yinghao Ma, Yanqiao Zhu, Chen Yang, Yi-Wen Chao, Ruiyang Xu +28

NeurIPS 2025poster

We introduce MMAR, a new benchmark designed to evaluate the deep reasoning capabilities of Audio-Language Models (ALMs) across massive multi-disciplinary tasks. MMAR comprises 1,000 meticulously curated audio-question-answer triplets, collected from real-world internet videos and refined through ite…

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