3 papers
cs.SD2025
MotionBeat: Motion-Aligned Music Representation via Embodied Contrastive Learning and Bar-Equivariant Contact-Aware Encoding
Xuanchen Wang, Heng Wang, Weidong Cai
Music is both an auditory and an embodied phenomenon, closely linked to human motion and naturally expressed through dance. However, most existing audio representations neglect thi…
cs.GR2025
ChoreoMuse: Robust Music-to-Dance Video Generation with Style Transfer and Beat-Adherent Motion
Xuanchen Wang, Heng Wang, Weidong Cai
Modern artistic productions increasingly demand automated choreography generation that adapts to diverse musical styles and individual dancer characteristics. Existing approaches o…
cs.MM2024
Gotta Hear Them All: Towards Sound Source Aware Audio Generation
Wei Guo, Heng Wang, Jianbo Ma +1
Audio synthesis has broad applications in multimedia. Recent advancements have made it possible to generate relevant audios from inputs describing an audio scene, such as images or…