lxxiao/272-dim-BABEL

🚀 Dataset Usage

To facilitate researchers, we provide the processed 272-dim Motion Representation of BABEL dataset in this Hugging Face repo.

Motions are resampled into 30 FPS.

NOTE: t2m_babel_mean_std/ contains the joint mean and std of both HumanML3D and BABEL dataset for joint training of the proposed Causal TAE.

❗️❗️❗️ The processed data is solely for academic purposes. Make sure you read through the BABEL License.

📖 Paper & Project Page & Code

• Arxiv Paper
• Project Page
• Code

🏃 Processing script

For more details of how to obtain the 272-dim motion representation, as well as other useful tools (e.g., Visualization and Conversion to BVH format), please refer to our GitHub repo.

🌹 Acknowledgement

This repository builds upon the following awesome datasets and projects:

• BABEL

🤝🏼 Citation

If our project is helpful for your research, please consider citing :

@article{xiao2025motionstreamer,
      title={MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space},
      author={Xiao, Lixing and Lu, Shunlin and Pi, Huaijin and Fan, Ke and Pan, Liang and Zhou, Yueer and Feng, Ziyong and Zhou, Xiaowei and Peng, Sida and Wang, Jingbo},
      journal={arXiv preprint arXiv:2503.15451},
      year={2025}
    }