Update README.md

README.md

@@ -56,4 +56,15 @@ prompts = [
 ]
 audios = tango.generate_for_batch(prompts, samples=2)
 ```
-This will generate two samples for each of the three text prompts.
+This will generate two samples for each of the three text prompts.
+
+## Citation
+Please consider citing the following article if you found our work useful:
+```
+@article{kong2024improving,
+  title={Improving Text-To-Audio Models with Synthetic Captions},
+  author={Kong, Zhifeng and Lee, Sang-gil and Ghosal, Deepanway and Majumder, Navonil and Mehrish, Ambuj and Valle, Rafael and Poria, Soujanya and Catanzaro, Bryan},
+  journal={arXiv preprint arXiv:2406.15487},
+  year={2024}
+}
+```