Stowell, Dan

Computational bioacoustics with deep learning: a review and roadmap

Stowell, D. (2022) · PeerJ

Music and Audio ProcessingAnimal Vocal Communication and Behavior

Cited by 471

Automatic acoustic detection of birds through deep learning: The first Bird Audio Detection challenge

Stowell, D., Wood, M. D., Pamuła, H., Stylianou, Y., & Glotin, H. (2019) · Methods in Ecology and Evolution

Music and Audio ProcessingAnimal Vocal Communication and Behavior

Cited by 414

Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning

Stowell, D., & Plumbley, M. D. (2014) · PeerJ

Music and Audio ProcessingAnimal Vocal Communication and Behavior

Cited by 295

Evaluation of live human-computer music-making: quantitative and qualitative approaches

Stowell, D., Robertson, A., Bryan-Kinns, N., & Plumbley, M. D. (2009) · International Journal of Human-Computer Studies

Usability and User Interface DesignMusic Technology and Sound Studies

Cited by 77

Ecoacoustics: acoustic sensing for biodiversity monitoring at scale

Stowell, D., & Sueur, J. (2020) · Remote Sensing in Ecology and Conservation

Animal Vocal Communication and BehaviorWildlife Ecology and Conservation

Cited by 69

On-Bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts

Stowell, D., Benetos, E., & Gill, L. F. (2017) · IEEE/ACM Transactions on Audio, Speech, and Language Processing

Music and Audio ProcessingAnimal Vocal Communication and Behavior

Cited by 60

The potential for acoustic individual identification in mammals

Linhart, P., Mahamoud-Issa, M., Stowell, D., & Blumstein, D. T. (2022) · Mammalian Biology

Animal Vocal Communication and BehaviorMarine animal studies overview

Cited by 39

Sound evidence for biodiversity monitoring

Rasmussen, J. H., Stowell, D., & Briefer, E. F. (2024) · Science

Animal Vocal Communication and BehaviorWildlife Ecology and Conservation

Cited by 33

Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification

Ghani, B., Kalkman, V. J., Planqué, B., Vellinga, W.-P., Gill, L., & Stowell, D. (2025) · Scientific Reports

Music and Audio ProcessingAnimal Vocal Communication and Behavior

Cited by 22