Update README.md

README.md

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 # CultureMERT: Continual Pre-Training for Cross-Cultural Music Representation Learning
-📑 [**Read the full paper (to be presented at ISMIR 2025)**](...TODO)
+📑 [**Read the full paper (to be presented at ISMIR 2025)**](https://arxiv.org/abs/2506.17818)
 
 **CultureMERT-TA-95M** is a 95M-parameter music foundation model adapted to diverse musical cultures through [**task arithmetic**](https://arxiv.org/abs/2212.04089). Instead of direct continual pre-training on a multi-cultural mixture, as in [CultureMERT-95M](https://huggingface.co/ntua-slp/CultureMERT-95M), this model merges multiple **single-culture adapted** variants of [MERT-v1-95M](https://huggingface.co/m-a-p/MERT-v1-95M)—each continually pre-trained via our two-stage strategy on a distinct musical tradition:
 
@@ -125,7 +125,15 @@ This model is released under a non-commercial CC BY-NC 4.0 license and is intend
 # 📚 Citation
 
 ```shell
-...TODO
+@misc{kanatas2025culturemertcontinualpretrainingcrosscultural,
+      title={CultureMERT: Continual Pre-Training for Cross-Cultural Music Representation Learning}, 
+      author={Angelos-Nikolaos Kanatas and Charilaos Papaioannou and Alexandros Potamianos},
+      year={2025},
+      eprint={2506.17818},
+      archivePrefix={arXiv},
+      primaryClass={cs.SD},
+      url={https://arxiv.org/abs/2506.17818}, 
+}
 ```
 
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