Mustafa Chasmai

Publications

1. ICML
   
   

   Bioacoustic Geolocation: Species Sounds as Geographic Signals

   Mustafa Chasmai, Wuao Liu, Subhransu Maji, and Grant Van Horn

   In The Forty-third International Conference on Machine Learning 2026

   arXiv Bib HTML Code

   @inproceedings{chasmai2026bioacoustic,
     preview = {geolocation.jpg},
     title = {Bioacoustic Geolocation: Species Sounds as Geographic Signals},
     author = {Chasmai, Mustafa and Liu, Wuao and Maji, Subhransu and Van Horn, Grant},
     booktitle = {The Forty-third International Conference on Machine Learning},
     year = {2026},
   }

2. ICML
   
   

   MeaPerch: Learning from metadata for bioacoustics foundation models

   Mustafa Chasmai, Vincent Dumoulin, and Jenny Hamer

   In The Forty-third International Conference on Machine Learning 2026

   Bib HTML Code

   @inproceedings{chasmai2026metaperch,
     preview = {metaperch.jpg},
     title = {MeaPerch: Learning from metadata for bioacoustics foundation models},
     author = {Chasmai, Mustafa and Dumoulin, Vincent and Hamer, Jenny},
     booktitle = {The Forty-third International Conference on Machine Learning},
     year = {2026},
   }

3. CVPR
   
   

   RealBirdID: Benchmarking Bird Species Identification in the Era of MLLMs

   Logan Lawrence, Oindrila Saha, Rangel Daroya, Mustafa Chasmai, Wuao Liu, Max Hamilton, Aaron Sun, Seoyun Jeong, Fabien Delattre, Subhransu Maji, and  others

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026

   arXiv Bib Code

   @inproceedings{lawrence2026realbirdid,
     preview = {real_bird.jpg},
     title = {RealBirdID: Benchmarking Bird Species Identification in the Era of MLLMs},
     author = {Lawrence, Logan and Saha, Oindrila and Daroya, Rangel and Chasmai, Mustafa and Liu, Wuao and Hamilton, Max and Sun, Aaron and Jeong, Seoyun and Delattre, Fabien and Maji, Subhransu and others},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {2445--2456},
     year = {2026},
   }

4. CVPR-W
   
   

   Masked Autoencoders with Limited Data: Does It Work? A Fine-Grained Bioacoustics Case Study

   Wuao Liu, Mustafa Chasmai, Subhransu Maji, and Grant Van Horn

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026

   arXiv Bib

   @inproceedings{liu2026masked,
     preview = {inat_mae.jpg},
     author = {Liu, Wuao and Chasmai, Mustafa and Maji, Subhransu and Van Horn, Grant},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {3131--3140},
     year = {2026},
   }

5. NeurIPS
   
   

   The iNaturalist Sounds Dataset

   Mustafa Chasmai, Alexander Shepard, Subhransu Maji, and Grant Van Horn

   In The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track 2024

   Bib HTML Code

   @inproceedings{chasmai2024inaturalist,
     preview = {inatsounds.jpg},
     title = {The iNaturalist Sounds Dataset},
     author = {Chasmai, Mustafa and Shepard, Alexander and Maji, Subhransu and Van Horn, Grant},
     booktitle = {The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
     year = {2024},
   }