Update README.md

README.md

@@ -183,11 +183,14 @@ Production checkpoints (`joint_fusion_r64/final`):
 ## Citation
 
 ```bibtex
-@inproceedings{trinh2026aura,
-  title     = {AURA: Unified Multimodal Framework for Conversational Music Editing},
-  author    = {Trinh, Quoc-Huy and Nguyen, Minh-Van and Jha, Debesh},
-  year      = {2026},
-  note      = {arXiv preprint, arXiv:TODO (to appear)}
+@misc{trinh2026auraunifiedmultimodalframework,
+      title={AURA: Unified Multimodal Framework for Conversational Music Editing}, 
+      author={Quoc-Huy Trinh and Minh-Van Nguyen and Debesh Jha},
+      year={2026},
+      eprint={2609.14344},
+      archivePrefix={arXiv},
+      primaryClass={cs.SD},
+      url={https://arxiv.org/abs/2609.14344}, 
 }
 ```