
EDGE
Create and edit dances with EDGE

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
- Editable dance generation
- Transformer-based diffusion model
- Music feature extraction with Jukebox
- Joint-wise conditioning
- Motion in-betweening and dance continuation
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
-
Q:What is EDGE?
A:EDGE is a method for editable dance generation from music. -
Q:What features does EDGE offer?
A:EDGE offers joint-wise conditioning, motion in-betweening, and dance continuation. -
Q:How is EDGE different from other methods?
A:EDGE is preferred by human raters for its physical realism and editing capabilities.
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