Author

Sarab S. Sethi

Primary ORCID profile (0000-0002-5939-0432 · 10 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Sarab S. SethiiD10 papers · Imperial College London

Biology Disciplines

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Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Andrew Hoey· 1 shared Anne Haguenauer· 1 shared Ben WilliamsiD· 1 shared David Curnick· 1 shared Emma Weschke· 1 shared Frederic Zuberer· 1 shared Jamaluddin Jompa· 1 shared Kate E. JonesiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

Andrew Hoey

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1 paper

Recent·Most cited

Unlocking the soundscape of coral reefs with artificial intelligence: pretrained networks and unsupervised learning win out

Ben Williams, Santiago M. Balvanera, Sarab S. Sethi, Timothy A.C. Lamont, Jamaluddin Jompa, Mochyudho Prasetya, Laura Richardson, Lucille Chapuis, Emma Weschke, Andrew Hoey, Ricardo Beldade, Suzanne C. Mills, Anne Haguenauer, Frederic Zuberer, Stephen D. Simpson, , Kate 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