EDGE

EDGE

Unleash Your Creativity Through Dance and Music

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EDGE is an AI-powered tool for editable dance generation from music. It utilizes a transformer-based diffusion model paired with Jukebox to create realistic and physically-plausible dances while staying faithful to input music. The tool offers powerful editing capabilities such as joint-wise conditioning, motion in-betweening, and dance continuation. EDGE has been compared to other methods like Bailando and FACT, with human raters showing a strong preference for dances generated by EDGE. The tool supports arbitrary spatial and temporal constraints, enabling users to create dances of any length with temporal continuity, joint-wise constraints, and more. EDGE also focuses on physical plausibility by avoiding unintentional foot sliding and incorporating a Contact Consistency Loss to improve realism.

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Features

Advantages

  • Realistic and physically-plausible dance generation
  • Faithful to input music
  • Powerful editing features for dance customization
  • Support for various end-user applications
  • Improved physical realism with Contact Consistency Loss

Disadvantages

  • Complexity in utilizing spatial and temporal constraints
  • May require some learning curve for new users
  • Limited to dance generation from music input

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