Cite the arXiv paper (2607.18666)

README.md

@@ -27,6 +27,7 @@ vision-language embedding base with audio — without modifying a single base we
 [![Weights](https://img.shields.io/badge/weights-CC--BY--NC--4.0-green.svg)](#training-data-and-license)
 [![Status](https://img.shields.io/badge/status-research%20preview%20v0.3-orange.svg)](#)
 [![Code](https://img.shields.io/badge/code-GitHub-black.svg)](https://github.com/Eximius-Labs/fusion-embedding-1)
+[![Paper](https://img.shields.io/badge/paper-arXiv%3A2607.18666-b31b1b.svg)](https://arxiv.org/abs/2607.18666)
 
 </div>
 
@@ -251,12 +252,11 @@ and the 8B model.
 ## Citation
 
 ```bibtex
-@software{fusion_embedding_2026,
-  title  = {Fusion Embedding 1: A Unified Embedding Space for Text,
-            Image, Video, and Audio},
-  author = {Tonmoy, Abdul Basit},
-  year   = {2026},
-  url    = {https://github.com/Eximius-Labs/fusion-embedding-1}
+@article{tonmoy2026fusion,
+  title   = {Fusion Embedding: A Unified Embedding Space for Text, Image, Video, and Audio},
+  author  = {Tonmoy, Abdul Basit and Hoque, Kazi Fardinul and Arham, Md. Shahrier Islam and Luthra, Arman},
+  journal = {arXiv preprint arXiv:2607.18666},
+  year    = {2026}
 }
 ```