selected publications

@article{ghani2024generalizationbirdsongclassificationimpact,
  title = {Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics},
  author = {Ghani, Burooj and Kalkman, Vincent J. and Planqué, Bob and Vellinga, Willem-Pier and Gill, Lisa and Stowell, Dan},
  journal = {arXiv preprint arXiv.2409.15383},
  year = {2024},
}

@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},
}

@article{nolasco2023few,
  title = {Few-shot bioacoustic event detection at the DCASE 2023 challenge},
  author = {Nolasco, Ines and Ghani, Burooj and Singh, Shubhr and Vida{\~n}a-Vila, Ester and Whitehead, Helen and Grout, Emily and Emmerson, Michael and Jensen, Frants and Kiskin, Ivan and Morford, Joe and others},
  journal = {arXiv preprint arXiv:2306.09223},
  year = {2023},
}

@article{drew2023md,
  title = {Efficient speech detection in environmental audio using acoustic recognition and knowledge distillation},
  author = {Priebe, Drew and Ghani, Burooj and Stowell, Dan},
  journal = {MDPI Sensors},
  year = {2023},
}

@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},
}

@article{ghani2023classification,
  title = {Classification of group-specific variations in songs within House Wren species using machine learning models},
  author = {Ghani, Burooj and Klinck, Holger and Hallerberg, Sarah},
  journal = {Ecological Informatics},
  volume = {74},
  pages = {101946},
  year = {2023},
  publisher = {Elsevier},
}

@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},
}

@article{ghani2021randomized,
  title = {A randomized bag-of-birds approach to study robustness of automated audio based bird species classification},
  author = {Ghani, Burooj and Hallerberg, Sarah},
  journal = {Applied Sciences},
  volume = {11},
  number = {19},
  pages = {9226},
  year = {2021},
  publisher = {MDPI},
}

@article{ghani2022machine,
  title = {Machine Learning-Based Analysis of Bird Vocalizations},
  author = {Ghani, Burooj},
  year = {2022},
}