output
20152025
most citedComputational bioacoustics with deep learning: a review and roadmap

429 citations

11 papers

astro-ph.EP2025★ 14 cited

Catastrophic disruption of asteroid 2023 CX1 and implications for planetary defense

Auriane Egal, Denis Vida, François Colas +94

Mitigation of the threat from airbursting asteroids requires an understanding of the potential risk they pose for the ground. How asteroids release their kinetic energy in the atmo…

cs.CV2025

Ecological Legacies of Pre-Columbian Settlements Evident in Palm Clusters of Neotropical Mountain Forests

Sebastian Fajardo, Sina Mohammadi, Jonas Gregorio de Souza +13

Ancient populations inhabited and transformed neotropical forests, yet the spatial extent of their ecological influence remains underexplored at high resolution. Here we present a…

cs.SD2024★ 5 cited

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.…

eess.AS2023★ 157 cited

Global birdsong embeddings enable superior transfer learning for bioacoustic classification

Burooj Ghani, Tom Denton, Stefan Kahl +1

Automated bioacoustic analysis aids understanding and protection of both marine and terrestrial animals and their habitats across extensive spatiotemporal scales, and typically inv…

cs.SD2023★ 65 cited

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…

cs.SD2023★ 27 cited

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…