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@@ -122,10 +122,10 @@ If you use StethoLM or StethoBench in your research, please cite:
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  ```bibtex
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  @article{stetholm2025,
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- title = {StethoLM: An AudioLanguage Model for Cardiopulmonary Auscultation},
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- author = {},
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  journal = {Transactions on Machine Learning Research},
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- year = {2025},
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- url = {https://huggingface.co/askyishan/StethoLM}
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  }
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  ```
 
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  ```bibtex
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  @article{stetholm2025,
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+ title = {StethoLM: Audio Language Model for Cardiopulmonary Analysis Across Clinical Tasks},
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+ author = {Wang, Yishan and Wang, Tsai-Ning and Funk, Mathias and Saeed, Aaqib},
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  journal = {Transactions on Machine Learning Research},
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+ year = {2026},
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+ url = {{https://arxiv.org/abs/2603.00355}
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  }
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  ```