Add citation information

README.md

@@ -58,4 +58,22 @@ The dataset comes with phonemes already so you don't need this for train,
 
 However you do need it after you train the model.
 
-you can phonemize the text using [Phonikud](https://github.com/thewh1teagle/phonikud)
+you can phonemize the text using [Phonikud](https://github.com/thewh1teagle/phonikud)
+
+## Citation
+
+If you use this dataset in your work, please cite:
+
+```bibtex
+@misc{kolani2025phonikud,
+  title={Phonikud: Hebrew Grapheme-to-Phoneme Conversion for Real-Time Text-to-Speech},
+  author={Yakov Kolani and Maxim Melichov and Cobi Calev and Morris Alper},
+  year={2025},
+  eprint={2506.12311},
+  archivePrefix={arXiv},
+  primaryClass={cs.CL},
+  url={https://arxiv.org/abs/2506.12311},
+}
+```
+
+Please note that the paper uses v1.0 of this dataset.