Abstract
The benefit of passive acoustic monitoring is indisputable; it is non-invasive to marine life and can capture vast quantities of data over large stretches of space and time. The limiting factor of analysing large volumes of data quickly overwhelms the analyst, and by utilising some form of automatic signal identification this process can be substantially faster. Here we compare the performance of a deep learning detector, simple correlation, and a more traditional energy detector (or the fin whale index). Here we compare three detectors on data from the Lofoten-Vesterålen Observatory in Norway (northern Atlantic Ocean), and the Comprehensive Nuclear-Test-Ban-Treaty Organisations hydrophone station at Ascension Island (southern Atlantic Ocean).
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 29th International Congress on Sound and Vibration, ICSV 2023 |
| Editors | Eleonora Carletti |
| Publisher | Society of Acoustics |
| Number of pages | 7 |
| ISBN (Electronic) | 9788011034238 |
| Publication status | Published - 13 Jul 2023 |
| Event | 29th International Congress on Sound and Vibration, ICSV 2023 - Prague, Czech Republic Duration: 9 Jul 2023 → 13 Jul 2023 |
Publication series
| Name | Proceedings of the International Congress on Sound and Vibration |
|---|---|
| ISSN (Electronic) | 2329-3675 |
Conference
| Conference | 29th International Congress on Sound and Vibration, ICSV 2023 |
|---|---|
| Country/Territory | Czech Republic |
| City | Prague |
| Period | 9/07/23 → 13/07/23 |
Funding
Firstly, we would like to acknowledge R. Heyburn (AWE, UK) for thorough discussions and invaluable scientific input to this paper. This research is supported by the UK Engineering and Physical Sciences Research Council (EPSRC), as part of industrial Cooperative Award in Science and Technology (iCASE) project #2279119, supported by Defence Science & Technology Laboratory (Dstl) and AWE Forensic Seismology. © 2023 British Crown Owned Copyright/Dstl. Contains public sector information licensed under the Open Government Licence v3.0.
Keywords
- detectors
- long-term measurements
- marine acoustics
ASJC Scopus subject areas
- Acoustics and Ultrasonics