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Playmate: Flexible Control of Portrait Animation via 3D-Implicit Space Guided Diffusion

* Equal contribution †Project lead
Guangzhou Quwan Network Technology


πŸ“° News

  • 2025/10/15: πŸ”₯πŸ”₯πŸ”₯ We released Playmate2, a novel DiT framework for generating long-duration high-quality audio-driven videos. Playmate2 also supports multi-character animation. To the best of our knowledge, Playmate2 is the first training-free approach capable of enabling audio-driven animation for three or more characters. Codes and models will release, please stay tuned!
  • 2025/05/07: πŸŽ‰πŸŽ‰πŸŽ‰ Super stoked to share that our paper has been accepted to ICML 2025!
  • 2025/04/28: ✨✨✨ Created a GitHub repository for the project.
  • 2025/02/11: πŸš€πŸš€πŸš€ Our paper is in public on arxiv.

πŸ“‘ Todo List

  • Inference code for the first stage.
  • Release pretrained models for the first stage.
  • Inference code for the second stage.
  • Release pretrained models for the second stage.
  • Release the training code for the first stage.
  • Release the training code for the second stage.

πŸ“Έ Showcase

Audio Driven (Talking)

001.mp4
002.mp4
003.mp4

Audio Driven (Sing)

004.mp4
005.mp4
006.mp4

Emotion Controllability

Angry Disgusted Contempt Fear Happy Sad Surprised
007.mp4
008.mp4
009.mp4
010.mp4
011.mp4

Explore more examples.

πŸ“ Citation

If you find our work useful for your research, please consider citing the paper:

@inproceedings{maplaymate,
  title={Playmate: Flexible Control of Portrait Animation via 3D-Implicit Space Guided Diffusion},
  author={Ma, Xingpei and Cai, Jiaran and Guan, Yuansheng and Huang, Shenneng and Zhang, Qiang and Zhang, Shunsi},
  booktitle={Forty-second International Conference on Machine Learning}
}

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[ICML 2025] Playmate: Flexible Control of Portrait Animation via 3D-Implicit Space Guided Diffusion

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