Add BibTeX citations

README.md

@@ -91,4 +91,18 @@ License follows the upstream OmniVoice release.
 
 ## Citation
 
-Cite the original OmniVoice project for the model and cite [`ailuntx/OmniVoice-MLX`](https://github.com/ailuntx/OmniVoice-MLX) for this MLX conversion/runtime.
+```bibtex
+@misc{omnivoice-mlx,
+  title  = {OmniVoice-MLX: Apple MLX port of OmniVoice},
+  author = {ailuntx},
+  year   = {2026},
+  url    = {https://github.com/ailuntx/OmniVoice-MLX},
+}
+
+@article{zhu2026omnivoice,
+  title   = {OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models},
+  author  = {Zhu, Han and Ye, Lingxuan and Kang, Wei and Yao, Zengwei and Guo, Liyong and Kuang, Fangjun and Han, Zhifeng and Zhuang, Weiji and Lin, Long and Povey, Daniel},
+  journal = {arXiv preprint arXiv:2604.00688},
+  year    = {2026},
+}
+```