Update README.md

README.md

@@ -82,4 +82,14 @@ accent_prob = F.softmax(logits, dim=1)
 print(english_accent_list[torch.argmax(accent_prob).detach().cpu().item()])
 ```
 
-## If you have any questions, please contact: Tiantian Feng ([email protected])
+## If you have any questions, please contact: Tiantian Feng ([email protected])
+
+## Kindly cite our paper if you are using our model or find it useful in your work
+```
+@article{feng2025vox,
+  title={Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits},
+  author={Feng, Tiantian and Lee, Jihwan and Xu, Anfeng and Lee, Yoonjeong and Lertpetchpun, Thanathai and Shi, Xuan and Wang, Helin and Thebaud, Thomas and Moro-Velazquez, Laureano and Byrd, Dani and others},
+  journal={arXiv preprint arXiv:2505.14648},
+  year={2025}
+}
+```