Edge Dance

EDGE: Editable Dance Generation from Music An AI-powered tool that revolutionizes dance creation by utilizing music embeddings from the Jukebox model and a conditional diffusion model to generate high-quality choreographies from music.

How it works

• Encode input music into embeddings
• Apply temporal constraints to create 5-second dance clips, which are then stitched together to form an arbitrary-length full video

Key features

• Supports various applications:
  • Dances subject to joint-wise constraints
  • Motion in-betweening
  • Dance continuation
• Contact Consistency Loss: Improves physical realism by ensuring movements are physically plausible
• Handles foot sliding
• Generates dances of any length
• Outperforms previous methodologies

Potential Applications

• Entertainment: Create captivating dance performances for music videos, concerts, and more
• Arts: Generate choreographies for theater productions, film, and other artistic endeavors