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README.md

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-license: mit
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+---
+license: mit
+---
+
+# Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation
+This repository contains the model checkpoint for the SGMSVS model trained from scratch for the WASPAA 2025 paper "Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation" by Paul A. Bereuter, Benjamin Stahl, Mark D. Plumbley and Alois Sontacchi.
+
+
+## Cite This Work:
+If you use this model checkpoint please cite us with:
+```bib
+@misc{bereuter2025,
+      title={Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation Models}, 
+      author={Paul A. Bereuter and Benjamin Stahl and Mark D. Plumbley and Alois Sontacchi},
+      year={2025},
+      eprint={2507.11427},
+      archivePrefix={arXiv},
+      primaryClass={eess.AS},
+      url={https://arxiv.org/abs/2507.11427}, 
+}
+```