Update README.md

README.md

@@ -9,4 +9,17 @@ license: cc-by-4.0
 short_description: Evaluation for S2S Models
 ---
 
+# bib
+```
+@misc{jiang2025s2sarenaevaluatingspeech2speechprotocols,
+      title={S2S-Arena, Evaluating Speech2Speech Protocols on Instruction Following with Paralinguistic Information}, 
+      author={Feng Jiang and Zhiyu Lin and Fan Bu and Yuhao Du and Benyou Wang and Haizhou Li},
+      year={2025},
+      eprint={2503.05085},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2503.05085}, 
+}
+```
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference