Mustafa Chasmai

Selected Publications see all

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
   
   

   MetaPerch: 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 = {MetaPerch: 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, and 6 more authors

   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},
   }