Update README.md

README.md

@@ -2,9 +2,25 @@
 license: mit
 ---
 
-## Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models 
-## (NeurIPS 2023)
+## (NeurIPS 2023) Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models 
+## Official Model Repo
 
-## Official Checkpoint Repo
+
+<p align="center">
+    <img src="teaser.png">
+</p>
+
+## BibTeX
+
+```bibtex
+@misc{luo2023difffoley, 
+title={Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models}, 
+author={Simian Luo and Chuanhao Yan and Chenxu Hu and Hang Zhao}, 
+year={2023}, 
+eprint={2306.17203}, 
+archivePrefix={arXiv}, 
+primaryClass={cs.SD} 
+}
+```