Unlocking the soundscape of coral reefs with artificial intelligence: pretrained networks and unsupervised learning win out
B. Williams, S. M. Balvanera, S. S. Sethi, T. A. C. Lamont, J. Jompa, M. Prasetya, L. Richardson, E. Weschke, A. Hoey, R. Beldade, S. C. Mills, A. Haguenauer, F. Zuberer, S. D. Simpson, D. Curnick, K. E. Jones
This paper demonstrates that pretrained neural networks and unsupervised learning effectively analyze coral reef soundscapes for ecological insights without manual annotation.
bioRxiv · Feb 2, 2024Ecology