EnchantDance: Unveiling the Potential of Music-Driven Dance Movement

Understand

The task of music-driven dance generation involves creating coherent dance movements that correspond to the given music.

• While existing methods can produce physically plausible dances, they often struggle to generalize to out-of-set data.
• The challenge arises from three aspects: 1) the high diversity of dance movements and significant differences in the distribution of music modalities, which make it difficult to generate music-aligned dance movements.
• 2) the lack of a large-scale music-dance dataset, which hinders the generation of generalized dance movements from music.