arXiv:2505.18726v3 Announce Type: replace-cross Abstract: Can we determine someone's geographic location solely from the sounds they hear? Are acoustic signals enough to localize within a country, state, or even city? In this work, we tackle the challenge of global-scale audio geolocation, with a particular focus on wildlife and natural sounds. We posit that bioacoustic signals contain informative geolocation cues because of well-defined geographic ranges of species. To test this hypothesis, we benchmark image geolocation and soundscape mapping methods, design oracles and species-centric basel
The proliferation of advanced AI capabilities makes processing and interpreting complex bioacoustic data for geolocation feasible, moving beyond traditional methods.
This research outlines a method to geo-locate with high precision using passive bioacoustic signals, which has significant implications for environmental monitoring, defense, and intelligence.
The ability to pinpoint geographic locations using ambient biological sounds, rather than traditional signals, introduces a novel and potentially covert surveillance and monitoring capability.
- · Environmental monitoring agencies
- · Defense and intelligence sectors
- · Bioacoustics researchers
- · AI/ML developers
- · Traditional surveillance methods
- · Entities operating in remote, bioacoustically rich environments
Enhanced ability to track ecological changes and wildlife populations through passive acoustic monitoring.
Development of new covert intelligence gathering methods that exploit natural soundscapes for localization.
Ethical debates and regulatory challenges concerning the surveillance capabilities derived from bioacoustic geolocation technologies.
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Read at arXiv cs.LG