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License CC BY-NC-SA 4.0 Python 2.7 Python 3.6

Dancing to Music

Pytorch implementation for music-to-dance generation.


Copyright (C) 2018 NVIDIA Corporation. All rights reserved. Licensed under the CC BY-NC-SA 4.0 license (


Hsin-Ying Lee, Xiaodong Yang, Ming-Yu Liu, Ting-Chun Wang, Yu-Ding Lu, Ming-Hsuan Yang, and Jan Kautz
Dancing to Music
In Neural Information Processing Systems (NeurIPS) 2019

Results Video

For videos with audio, please visit our youtube video

  • Generated Dance Sequences second row: music beats; third row: kinematic beats

  • Multimodality Generation given same music and same initial poses

  • Long Sequence

  • Photo Realisitc Video


If you find this code useful for your research, please cite our paper:

  title={Dancing to Music},
  author={Lee, Hsin-Ying and Yang, Xiaodong and Liu, Ming-Yu and Wang, Ting-Chun and Lu, Yu-Ding and Yang, Ming-Hsuan and Kautz, Jan},

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