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cs.SD2026
Bad: Taming the Bioacoustic Data Deluge with a Bat Activity Detector
Stefano Ciapponi, Santiago Martinez Balvanera, Andrea Cesaretti +2
Passive Acoustic Monitoring of bats generates massive ultrasonic datasets (>27 GB/night per node), straining edge storage and battery life. Legacy triggers fail against acoustic co…
cs.SD2023★ 1 cited
Whombat: An open-source annotation tool for machine learning development in bioacoustics
Santiago Martinez Balvanera, Oisin Mac Aodha, Matthew J. Weldy +3
1. Automated analysis of bioacoustic recordings using machine learning (ML) methods has the potential to greatly scale biodiversity monitoring efforts. The use of ML for high-stake…