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
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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.
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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
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Bird song comparison using deep learning trained from avian perceptual judgments
Zandberg, L., Morfi, V., Mary, Q., Mary, Q., Stowell, D. & Lachlan, R. F., 23 Dec 2022Research output: Other contribution
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Computational bioacoustics with deep learning: a review and roadmap
Stowell, D., 21 Mar 2022, In: PEERJ. 10, p. 1-46 46 p., e13152.Research output: Contribution to journal › Review article › peer-review
Open Access55 Citations (Scopus) -
Full-Stack Bioacoustics: Field Kit to AI to Action (Workshop report)
Stowell, D., Black, C., Noriega, F. & Sethi, S. S., 14 Oct 2022.Research output: Working paper › Other research output
File105 Downloads (Pure) -
Polyphonic sound event detection for highly dense birdsong scenes
Parrilla, A. G. A. & Stowell, D., 13 Jul 2022, Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2022). p. 146-150Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
File15 Downloads (Pure) -
The potential for acoustic individual identification in mammals
Linhart, P., Mahamoud-Issa, M., Stowell, D. & Blumstein, D. T., 31 Mar 2022, In: Mammalian Biology. 102, p. 667–683 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
4 Citations (Scopus)