Update README.md

README.md

@@ -36,3 +36,13 @@ Soundwave is a Speech-to-Text model that bridges the gap between speech and text
 
 ## Usage
 Load the Soundwave model and run inference with your audio files as shown in the <a href="https://github.com/FreedomIntelligence/Soundwave">GitHub repository</a>.
+
+# <span>📖 Citation</span>
+```
+@article{zhang2025soundwave,
+  title={Soundwave: Less is More for Speech-Text Alignment in LLMs},
+  author={Zhang, Yuhao and Liu, Zhiheng and Bu, Fan and Zhang, Ruiyu and Wang, Benyou and Li, Haizhou},
+  journal={arXiv preprint arXiv:2502.12900},
+  year={2025}
+}
+```