Edge Dance

Paragraph 1: EDGE: Editable Dance Generation from Music is an AI tool capable of generating high-quality choreographies from music. It works by encoding input music into embeddings using a frozen Jukebox model and then mapping the music embeddings to a series of 5-second dance clips. Temporal constraints are applied to batches of multiple clips to ensure temporal consistency before outputting an arbitrary-length full video. The tool also supports arbitrary spatial and temporal constraints, making it suitable for various end-user applications.

Paragraph 2: 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. This tool has been trained with physical realism in mind and outperforms previous work as indicated by human raters’ preference for dances generated by EDGE.

Paragraph 3: In conclusion, 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 such as entertainment and the arts.