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20242026
most citedanimal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics

5 citations · 5 across the 3 of their papers we have counts for

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cs.SD2025

InsectSet459: an open dataset of insect sounds for bioacoustic machine learning

Marius Faiß, Burooj Ghani, Dan Stowell

Automatic recognition of insect sound could help us understand changing biodiversity trends around the world -- but insect sounds are challenging to recognize even for deep learnin…

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.…