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cs.SD2025
Cross-Modal Learning for Music-to-Music-Video Description Generation
Zhuoyuan Mao, Mengjie Zhao, Qiyu Wu +4
Music-to-music-video generation is a challenging task due to the intrinsic differences between the music and video modalities. The advent of powerful text-to-video diffusion models…
cs.SD2025
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning
Zhuoyuan Mao, Mengjie Zhao, Qiyu Wu +2
Recent advancements in music large language models (LLMs) have significantly improved music understanding tasks, which involve the model's ability to analyze and interpret various…
cs.SD2024★ 1 cited
OpenMU: Your Swiss Army Knife for Music Understanding
Mengjie Zhao, Zhi Zhong, Zhuoyuan Mao +5
We present OpenMU-Bench, a large-scale benchmark suite for addressing the data scarcity issue in training multimodal language models to understand music. To construct OpenMU-Bench,…