Update README.md

README.md

@@ -11,4 +11,17 @@ license: cc-by-nc-4.0
 short_description: High-quality target speech extractor
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+## Reference
+```
+@misc{wang2025solospeechenhancingintelligibilityquality,
+      title={SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction through a Cascaded Generative Pipeline}, 
+      author={Helin Wang and Jiarui Hai and Dongchao Yang and Chen Chen and Kai Li and Junyi Peng and Thomas Thebaud and Laureano Moro Velazquez and Jesus Villalba and Najim Dehak},
+      year={2025},
+      eprint={2505.19314},
+      archivePrefix={arXiv},
+      primaryClass={eess.AS},
+      url={https://arxiv.org/abs/2505.19314}, 
+}
+```