Religo
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Introduction:
Are you ready to witness the mesmerizing fusion of music and dance? Imagine having an AI tool that can effortlessly create captivating dance routines from any song. Introducing Edge Dance, the revolutionary solution that brings your music to life through stunning choreographies.
EDGE: Editable Dance Generation from Music is powered by cutting-edge AI technology, utilizing music embeddings from the Jukebox model. By encoding the input music into embeddings and employing a conditional diffusion model, Edge Dance generates a series of 5-second dance clips that perfectly synchronize with the rhythm and mood of the music.
But that’s not all. Edge Dance goes beyond mere synchronization. With its support for arbitrary spatial and temporal constraints, this versatile tool caters to a wide range of end-user applications. Whether it’s joint-wise constraints, motion in-betweening, or seamless dance continuation, Edge Dance has got you covered.
To ensure the utmost realism, Edge Dance incorporates a Contact Consistency Loss, enhancing physical authenticity while preserving the fluidity of movements. No more unintentional foot sliding or awkward transitions – the dances generated by Edge Dance are not only visually stunning but also physically plausible.
Extensively trained with a focus on physical realism, Edge Dance has surpassed previous works, earning the preference of human raters. Its potential applications extend far and wide, from the realms of entertainment to the arts. Get ready to unleash your creativity and witness the magic of Edge Dance – the ultimate AI tool for creating high-quality choreographies from music.
Overview:
EDGE: Editable Dance Generation from Music is an AI tool that generates high-quality choreographies from music using music embeddings from the Jukebox model.
The tool works by encoding input music into embeddings using a frozen Jukebox model and then using a conditional diffusion model to map the music embeddings to a series of 5-second dance clips.
At inference time, temporal constraints are applied to batches of multiple clips to enforce temporal consistency before stitching them into an arbitrary-length full video.
The tool supports arbitrary spatial and temporal constraints, making it suitable for various end-user applications, including dances subject to joint-wise constraints, motion in-betweening, and dance continuation.
In addition, EDGE has a new Contact Consistency Loss that improves physical realism while keeping sliding intact and avoids unintentional foot sliding, ensuring that generated dances are physically plausible.
The tool has been trained with physical realism in mind and has been shown to outperform previous work, as indicated by human raters’ strong preference for dances generated by EDGE.
Overall, EDGE: Editable Dance Generation from Music is a powerful AI tool suitable for generating high-quality choreographies from music, with potential applications in various industries, including entertainment and the arts.
Benefits:
- Generates high-quality choreographies from music
- Supports arbitrary spatial and temporal constraints
- Improves physical realism while keeping sliding intact
- Outperforms previous work, as indicated by human raters’ strong preference
- Suitable for generating high-quality choreographies from music in various industries
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