README.md

metadata

task_categories:
  - image-to-video
tags:
  - animation
  - audio
  - image
  - video

Soul

---

🤓 Project    | 📑 Paper    | 🤖 Online Experience    | 🤖 API Documentation    | 🤗 Soul Model | Eval Suite   | 🤗 Soul-Bench | Results  

---

Soul: Breathe Life into Digital Human for High-fidelity Long-term Multimodal Animation

🎋 Click ↓ to watch brief introduction for Soul, Soul-1M, and Soul-Bench

TODO

• Release evaluation tool for Soul-Bench.
• Release inference code.
• Release training code.

Inference (Soul Model)

It will be released soon.

Soul Bench

pip install "huggingface_hub[cli]"
huggingface-cli download --repo-type dataset APRIL-AIGC/Soul-Bench Soul-Bench/ --local-dir ./Soul-Bench --resume-download [--token hf_xxx]

SOTA Results on Soul Bench

pip install "huggingface_hub[cli]"
huggingface-cli download --repo-type dataset APRIL-AIGC/Soul-Bench Soul_Results/ --local-dir ./Soul_Results --resume-download [--token hf_xxx]

Evaluate your model on Soul Bench

We provide evaluation tools; please refer to subfolder evaluation tool.

License Agreement

Commercialization: Note that our license is non-commercial. If commercialization is required, please use Tencent Cloud Video Creation Large Model: Online Experience / API Documentation

Acknowledgements

We would like to thank the contributors to the Wan2.1, Wan2.2, Qwen, umt5-xxl, diffusers and HuggingFace repositories, for their open researches.

Citation

If you find our work helpful, please cite us.

@misc{soul,
    title={Soul: Breathe Life into Digital Human for High-fidelity Long-term Multimodal Animation}, 
    author={Jiangning Zhang and Junwei Zhu and Zhenye Gan and Donghao Luo and Chuming Lin and Feifan Xu and Xu Peng and Jianlong Hu and Yuansen Liu and Yijia Hong and Weijian Cao and Han Feng and Xu Chen and Chencan Fu and Keke He and Xiaobin Hu and Chengjie Wang},
    year={2025},
    eprint={2512.13495},
    archivePrefix={arXiv},
    primaryClass={cs.CV},
    url={https://arxiv.org/abs/2512.13495}, 
}