Update README.md

README.md

@@ -9,5 +9,15 @@ app_file: app.py
 pinned: false
 license: apache-2.0
 ---
+This is a demo is a audio-only version of the approach described in the paper, ["EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling"](https://arxiv.org/abs/2401.00374)
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+```
+@misc{liu2023emage,
+      title={EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling}, 
+      author={Liu, Haiyang and Zhu, Zihao and Becherini, Giorgio and Peng, Yichen and Su, Mingyang and Zhou, You and Zhe, Xuefei and Iwamoto, Naoya and Zheng, Bo and Black, Michael J},
+      year={2023},
+      eprint={2401.00374},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
+}
+```