Adding paper link

README.md

@@ -137,17 +137,14 @@ The model achieves high accuracy in predicting natural pause locations in French
 - **Interactive Demo**: [Colab Notebook](https://colab.research.google.com/drive/1bFcbJQY9OuY0_zlscqkf9PIgd3dUrIKs?usp=sharing)
 - **Stage 2 Model**: [hi-paris/ssml-breaks2ssml-fr-lora](https://huggingface.co/hi-paris/ssml-breaks2ssml-fr-lora)
 
-## 📖 Citation
-
-```bibtex
-@inproceedings{ould-ouali2025_improving,
-  title     = {Improving Synthetic Speech Quality via SSML Prosody Control},
-  author    = {Ould-Ouali, Nassima and Sani, Awais and Bueno, Ruben and Dauvet, Jonah and Horstmann, Tim Luka and Moulines, Eric},
-  booktitle = {Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP)},
-  year      = {2025},
-  url       = {https://huggingface.co/hi-paris}
-}
-```
+## 📖 Paper
+
+This model is part of the work described in:
+
+[Improving French Synthetic Speech Quality via SSML Prosody Control](https://arxiv.org/abs/2508.17494)
+
+If you use this model, please cite the paper.
+
 
 ## 📜 License