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Sensors (Basel, Switzerland)|April 13, 2024
Efficient Speech Detection in Environmental Audio Using Acoustic Recognition and Knowledge DistillationDrew Priebe, Burooj Ghani, Dan StowellScientific Data|March 28, 2026
A dataset of insect sounds from 459 species for bioacoustic machine learningMarius Faiß, Burooj Ghani, Dan StowellScientific Reports|May 9, 2025
Impact of transfer learning methods and dataset characteristics on generalization in birdsong classificationBurooj Ghani, Vincent J Kalkman, Bob Planqué, et al.Scientific Reports|December 22, 2023
Global birdsong embeddings enable superior transfer learning for bioacoustic classificationBurooj Ghani, Tom Denton, Stefan Kahl, et al.Plos Computational Biology|October 4, 2023
Adaptive representations of sound for automatic insect recognitionMarius Faiß, Dan StowellPeerj|August 2, 2014
Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learningDan Stowell, Mark D PlumbleyJournal of the Royal Society, Interface|June 24, 2016
Detailed temporal structure of communication networks in groups of songbirdsDan Stowell, Lisa Gill, David ClaytonThe Journal of the Acoustical Society of America|August 3, 2021
Deep perceptual embeddings for unlabelled animal sound eventsVeronica Morfi, Robert F Lachlan, Dan StowellJournal of the Royal Society, Interface|April 11, 2019
Automatic acoustic identification of individuals in multiple species: improving identification across recording conditionsDan Stowell, Tereza Petrusková, Martin Šálek, et al.Pageof 2