429 citations
- Tilburg UniversityNL5 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- AGH University of KrakowPL2 papers
- Institut de Recherche pour le DéveloppementFR2 papers
- Leiden UniversityNL2 papers
- Max Planck Institute of Animal BehaviorDE2 papers
- Queen Mary University of LondonGB2 papers
- Université Grenoble AlpesFR2 papers
- University of KonstanzDE2 papers
- Aarhus UniversityDK1 paper
- Adolfo Ibáñez UniversityCL1 paper
- Agricultural University of AthensGR1 paper
4 papers · 1 filter
animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics
Julian C. Schäfer-Zimmermann, Vlad Demartsev, Baptiste Averly +9
Bioacoustic research, vital for understanding animal behavior, conservation, and ecology, faces a monumental challenge: analyzing vast datasets where animal vocalizations are rare.…
Learning to detect an animal sound from five examples
Inês Nolasco, Shubhr Singh, Veronica Morfi +14
Automatic detection and classification of animal sounds has many applications in biodiversity monitoring and animal behaviour. In the past twenty years, the volume of digitised wil…
Adaptive Representations of Sound for Automatic Insect Recognition
Marius Faiß, Dan Stowell
Insect population numbers and biodiversity have been rapidly declining with time, and monitoring these trends has become increasingly important for conservation measures to be effe…
Computational bioacoustics with deep learning: a review and roadmap
Dan Stowell
Animal vocalisations and natural soundscapes are fascinating objects of study, and contain valuable evidence about animal behaviours, populations and ecosystems. They are studied i…