dr. Dan Stowell
Associate Professor of AI & Biodiversity
TSHD: Tilburg School of Humanities and Digital Sciences
TSHD: Department of Cognitive Science and Artificial Intelligence
Bio
My research focuses on animal sound and machine learning (AI). I develop methods to understand animal behaviour and monitor animal populations, using modern computational methods to uncover new evidence from audio data.
Courses
Collaboration
My position is a joint appointment with Naturalis Biodiversity Centre, via JADS. We are building collaborations for large-scale monitoring of biodiversity using multimedia and deep learning.
Recent publications
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Efficient Speech Detection in Environmental Audio Using Acoustic Reco…
Priebe, D., Ghani, B., & Stowell, D. (2024). Efficient Speech Detection in Environmental Audio Using Acoustic Recognition and Knowledge Distillation. Sensors. -
ATGNN: Audio Tagging Graph Neural Network
Singh, S., Steinmetz, C. J., Benetos, E., Phan, H., & Stowell, D. (2024). ATGNN: Audio Tagging Graph Neural Network. IEEE Signal Processing Letters. -
Camtrap DP: an open standard for the FAIR exchange and archiving of c…
Bubnicki, J. W., Norton, B., Baskauf, S. J., Bruce, T., Cagnacci, F., Casaer, J., Churski, M., Cromsigt, J., Farra, S. D., Fiderer, C., Forrester, T., Hendry, H., Heurich, M., Hofmeester, T. R., Jansen, P., Kays, R., Kuijper, D., Liefting, Y., Linnell, J. D. C., ... Desmet, P. (2023). Camtrap DP: an open standard for the FAIR exchange and archiving of camera trap data. Remote Sensing in Ecology and Conservation. -
Adaptive representations of sound for automatic insect recognition
Faiß, M., & Stowell, D. (2023). Adaptive representations of sound for automatic insect recognition. PLOS Computational Biology, 19(10), Article e1011541. -
Modern Approaches to the Monitoring of Biоdiversity (MAMBO)
Høye, T., August, T., Balzan, M. V., Biesmeijer, K., Bonnet, P., Breeze, T., Dominik, C., Gerard, F., Joly, A., Kalkman, V., Kissling, W. D., Metodiev, T., Moeslund, J., Potts, S., Roy, D., Schweiger, O., Senapathi, D., Settele, J., Stoev, P., & Stowell, D. (2023). Modern Approaches to the Monitoring of Biоdiversity (MAMBO). Research Ideas and Outcomes.
