EDGE

EDGE

Create and edit dances with EDGE

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EDGE is a powerful method for editable dance generation that creates realistic dances faithful to input music. It uses a transformer-based diffusion model with Jukebox for music feature extraction. EDGE offers editing capabilities like joint-wise conditioning, motion in-betweening, and dance continuation. Human raters prefer dances generated by EDGE over other methods due to its physical realism and powerful editing features.

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Features

Advantages

  • Realistic and physically-plausible dances
  • Editing capabilities for dance customization
  • Preferable by human raters
  • Supports spatial and temporal constraints
  • High-quality dances for various music samples

Disadvantages

  • Complex temporal constraints for longer dances
  • Requires understanding of dance and music concepts
  • May have limitations in generating highly specialized dance styles

Frequently Asked Questions

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