A Music-driven Framework for Human Motion Synthesizing with a Global Structure

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Rhythm is a Dancer: Music-Driven Motion Synthesis with Global Structure

We present a music-driven motion synthesis framework that generates long-term sequences of human motions which are synchronized with the input beats, and jointly form a global structure that respects a specific dance genre.

Our framework enables generation of diverse motions that are controlled by the content of the music, and not only by the beat.

Our results demonstrate the effectiveness of our music-driven framework to generate natural and consistent movements on various dance types, having control over the content of the synthesized motions, and respecting the overall structure of the dance.

Synthesizing human motion with a global structure, such as a choreography, is a challenging task.

Existing methods tend to concentrate on local smooth posetransitions and neglect the global context or the theme of the motion.

This work presents a music-driven motion synthesis framework that generates long-term sequences of human motions which are synchronized with the inputbeats, and jointly form a global structure that respects a specific dance genre.

Synthesizing human motion with a global structure, such as a choreography, is a challenging task.

Existing methods tend to concentrate on local smooth posetransitions and neglect the global context or the theme of the motion.

Authors

Andreas Aristidou, Anastasios Yiannakidis, Kfir Aberman, Daniel Cohen-Or, Ariel Shamir, Yiorgos Chrysanthou

Related Topics

Hierarchical system

Music-driven motion synthesis framework

Lstm component

Music-driven framework

Music-driven dance synthesis framework

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Keep Up With Latest Trending Papers. Computer Science, AI and more.Subscribe

A Music-driven Framework for Human Motion Synthesizing with a Global Structure

Rhythm is a Dancer: Music-Driven Motion Synthesis with Global Structure

Our framework enables generation of diverse motions that are controlled by the content of the music, and not only by the beat.

Synthesizing human motion with a global structure, such as a choreography, is a challenging task.

Existing methods tend to concentrate on local smooth posetransitions and neglect the global context or the theme of the motion.

Synthesizing human motion with a global structure, such as a choreography, is a challenging task.

Existing methods tend to concentrate on local smooth posetransitions and neglect the global context or the theme of the motion.

Authors

Andreas Aristidou, Anastasios Yiannakidis, Kfir Aberman, Daniel Cohen-Or, Ariel Shamir, Yiorgos Chrysanthou

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