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Automated detection of stereotyped animal sounds using data augmentation and transfer learning.

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Title: Automated detection of stereotyped animal sounds using data augmentation and transfer learning.
Authors: Jancovich BA; Centre for Marine Science & Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, Australia. b.jancovich@unsw.edu.au.; Signal and Information Processing Lab, Department of Computer Science, University of Warwick, Coventry, UK. b.jancovich@unsw.edu.au., Sanchez V; Signal and Information Processing Lab, Department of Computer Science, University of Warwick, Coventry, UK., Truong G; Centre for Marine Science & Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, Australia., Rogers TL; Centre for Marine Science & Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, Australia.
Source: Scientific reports [Sci Rep] 2026 Apr 23; Vol. 16 (1). Date of Electronic Publication: 2026 Apr 23.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; In Process
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Jancovich+BA%22">Jancovich BA</searchLink>; Centre for Marine Science & Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, Australia. b.jancovich@unsw.edu.au.; Signal and Information Processing Lab, Department of Computer Science, University of Warwick, Coventry, UK. b.jancovich@unsw.edu.au.<br /><searchLink fieldCode="AU" term="%22Sanchez+V%22">Sanchez V</searchLink>; Signal and Information Processing Lab, Department of Computer Science, University of Warwick, Coventry, UK.<br /><searchLink fieldCode="AU" term="%22Truong+G%22">Truong G</searchLink>; Centre for Marine Science & Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, Australia.<br /><searchLink fieldCode="AU" term="%22Rogers+TL%22">Rogers TL</searchLink>; Centre for Marine Science & Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, Australia.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Apr 23; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Apr 23.
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        Value: 10.1038/s41598-026-48308-6
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      – TitleFull: Automated detection of stereotyped animal sounds using data augmentation and transfer learning.
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              Text: 2026 Apr 23
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