5 papers · 1 filter
MG-Former: A Transformer-Based Framework for Music-Driven 3D Conducting Gesture Generation
Ke Qiu, Yawen Qin, Tianzhi Jia +3
Generating expressive conducting gestures from music is a challenging cross-modal motion synthesis problem: the output must follow long-range musical structure, preserve beat-level…
MEGADance: Mixture-of-Experts Architecture for Genre-Aware 3D Dance Generation
Kaixing Yang, Xulong Tang, Ziqiao Peng +3
Music-driven 3D dance generation has attracted increasing attention in recent years, with promising applications in choreography, virtual reality, and creative content creation. Pr…
MATHDance: Mamba-Transformer Architecture with Uniform Tokenization for High-Quality 3D Dance Generation
Kaixing Yang, Xulong Tang, Ziqiao Peng +6
Music-to-dance generation represents a challenging yet pivotal task at the intersection of choreography, virtual reality, and creative content generation. Despite its significance,…
CoheDancers: Enhancing Interactive Group Dance Generation through Music-Driven Coherence Decomposition
Kaixing Yang, Xulong Tang, Haoyu Wu +4
Dance generation is crucial and challenging, particularly in domains like dance performance and virtual gaming. In the current body of literature, most methodologies focus on Solo…
BeatDance: A Beat-Based Model-Agnostic Contrastive Learning Framework for Music-Dance Retrieval
Kaixing Yang, Xukun Zhou, Xulong Tang +4
Dance and music are closely related forms of expression, with mutual retrieval between dance videos and music being a fundamental task in various fields like education, art, and sp…