Research output per year
Research output per year
Personal profile
Research interests
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.
Current courses
Click here for my courses.
Keywords
- Machine learning
- Deep learning
- AI
- Audio
- Bioacoustics
- Biodiversity
Fingerprint
Dive into the research topics where Dan Stowell is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Clustering and novel class recognition: evaluating bioacoustic deep learning feature extractors
Kather, V. S., Ghani, B. & Stowell, D., 9 Apr 2025.Research output: Contribution to conference › Paper › Scientific › peer-review
File1 Downloads (Pure) -
Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features
Orji, U., Güven, Ç. & Stowell, D., Feb 2025.Research output: Contribution to conference › Paper › Scientific
-
AI Species Identification Using Image and Sound Recognition for Citizen Science, Collection Management and Biomonitoring: From Training Pipeline to Large-Scale Models
Hogeweg, L., Yan, N., Brunink, D., Ezzaki-Chokri, K., Gerritsen, W., Pucci, R., Ghani, B., Stowell, D. & Kalkman, V., 12 Sept 2024, In: Biodiversity Information Science and Standards. 8, p. 6 e136839.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Downloads (Pure) -
ATGNN: Audio Tagging Graph Neural Network
Singh, S., Steinmetz, C. J., Benetos, E., Phan, H. & Stowell, D., 2024, In: IEEE Signal Processing Letters. 31, p. 825-829 5 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)32 Downloads (Pure) -
Camtrap DP: an open standard for the FAIR exchange and archiving of camera trap data
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. & Luskin, M. S. & 16 others, , Jun 2024, In: Remote Sensing in Ecology and Conservation. 10, 3, p. 283-295 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure)
Activities
- 1 Oral presentation
-
AI for Power Load & Renewable Energy Forecasting - (ILUSTRE LAB)
Orji, U. (Speaker), Güven, Ç. (Speaker) & Stowell, D. (Speaker)
22 Nov 2024Activity: Talk or presentation types › Oral presentation › Scientific
-
Identifying unknown species and unknown sounds using machine learning
Kather, V. (Researcher) & Stowell, D. (Principal Investigator)
1/04/24 → 31/03/28
Project: Research project
-
TABMON: Towards a Transnational Acoustic Biodiversity MOnitoring Network (TABMON)
Stowell, D. (Principal Investigator)
8/01/24 → 8/01/27
Project: Research project
-
GUARDEN: safeGUARDing biodivErsity aNd critical ecosystem services across sectors and scales
Stowell, D. (Principal Investigator)
1/11/23 → 1/11/26
Project: Research project
-
BioacAI: Bioacoustic AI (MSCA Doctoral Network)
Stowell, D. (Principal Investigator)
1/09/23 → 1/09/27
Project: Research project
-
MAMBO: Modern approaches to the monitoring of biodiversity (MAMBO)
Stowell, D. (Principal Investigator)
1/09/22 → 1/09/26
Project: Research project