@article{ghani2026twelve,title={Twelve quick tips for applying deep learning to animal sounds},author={Ghani, Burooj and Baier, Anne Leonie and Kalkman, Vincent J and Stowell, Dan},journal={PLOS Computational Biology},volume={22},pages={102258},year={2026},publisher={Public Library of Science San Francisco, CA USA},}
Global birdsong embeddings enable superior transfer learning for bioacoustic classification
Burooj Ghani, Tom Denton, Stefan Kahl, and 1 more author
@article{ghani2023feature,title={Global birdsong embeddings enable superior transfer learning for bioacoustic classification},author={Ghani, Burooj and Denton, Tom and Kahl, Stefan and Klinck, Holger},journal={Nature Scientific Reports},year={2023},}
Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification
Burooj Ghani, Vincent J. Kalkman, Bob Planqué, and 3 more authors
@article{ghani2024generalizationbirdsongclassificationimpact,title={Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification},author={Ghani, Burooj and Kalkman, Vincent J. and Planqué, Bob and Vellinga, Willem-Pier and Gill, Lisa and Stowell, Dan},journal={Scientific Reports},year={2025},}
Learning to detect an animal sound from five examples
Inês Nolasco, Shubhr Singh, Veronica Morfi, and 9 more authors
@article{nolasco2023learning,title={Learning to detect an animal sound from five examples},author={Nolasco, In{\^e}s and Singh, Shubhr and Morfi, Veronica and Lostanlen, Vincent and Strandburg-Peshkin, Ariana and Vida{\~n}a-Vila, Ester and Gill, Lisa and Pamu{\l}a, Hanna and Whitehead, Helen and Kiskin, Ivan and Ghani, Burooj and others},journal={Ecological Informatics},volume={77},pages={102258},year={2023},publisher={Elsevier},}
Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection
Jinhua Liang, Ines Nolasco, Burooj Ghani, and 3 more authors
@article{liang2024mind,title={Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection},author={Liang, Jinhua and Nolasco, Ines and Ghani, Burooj and Phan, Huy and Benetos, Emmanouil and and Dan Stowell},journal={EUSIPCO},year={2024},}