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

• Ben Williams ,

  Roles Conceptualization, Data curation, Formal analysis, Software, Writing – original draft, Writing – review & editing

  * E-mail: ben.williams.20@ucl.ac.uk

  Affiliations Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, London, United Kingdom, Zoological Society of London, Regents Park, London, United Kingdom

  https://orcid.org/0000-0002-3470-3199

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• Santiago M. Balvanera,

  Roles Formal analysis, Software

  Affiliation Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, London, United Kingdom

  ⨯
• Sarab S. Sethi,

  Roles Formal analysis, Software

  Affiliation Department of Life Sciences, Imperial College London, London, United Kingdom

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• Timothy A.C. Lamont,

  Roles Data curation, Writing – review & editing

  Affiliation Lancaster Environment Centre, Lancaster University, Lancaster, United Kingdom

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• Jamaluddin Jompa,

  Roles Data curation

  Affiliation Graduate School, Universitas Hasanuddin, Makassar, Indonesia

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• Mochyudho Prasetya,

  Roles Data curation

  Affiliation MARS Sustainable Solutions, Makassar, Indonesia

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• Laura Richardson,

  Roles Data curation

  Affiliation School of Ocean Sciences, Bangor University, Askew Street, Menai Bridge, Anglesey, United Kingdom

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• Lucille Chapuis,

  Roles Data curation

  Affiliation School of Biological Sciences, University of Bristol, Bristol, United Kingdom

  https://orcid.org/0000-0003-3001-983X

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• Emma Weschke,

  Roles Data curation

  Affiliation School of Biological Sciences, University of Bristol, Bristol, United Kingdom

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• Andrew Hoey,

  Roles Data curation

  Affiliation Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland, Australia

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• Ricardo Beldade,

  Roles Data curation, Writing – review & editing

  Affiliations Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland, Australia, Estación Costera de Investigaciones Marinas, Millennium Nucleus for Ecology and Conservation of Temperate Mesophotic Reef Ecosystems, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile

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• Suzanne C. Mills,

  Roles Data curation, Writing – review & editing

  Affiliations CRIOBE, PSL Research University, Moorea, French Polynesia, Laboratoire d’Excellence “CORAIL”, Perpignan, France

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• Anne Haguenauer,

  Roles Data curation

  Affiliation CRIOBE, PSL Research University, Moorea, French Polynesia

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• Frederic Zuberer,

  Roles Data curation

  Affiliation CRIOBE, PSL Research University, Moorea, French Polynesia

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• Stephen D. Simpson,

  Roles Formal analysis, Supervision, Writing – review & editing

  Affiliation School of Biological Sciences, University of Bristol, Bristol, United Kingdom

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• David Curnick,

  Roles Formal analysis, Supervision, Writing – review & editing

  Affiliation Zoological Society of London, Regents Park, London, United Kingdom

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•  [ ... ],
• Kate E. Jones

  Roles Conceptualization, Formal analysis, Supervision, Writing – review & editing

  Affiliation Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, London, United Kingdom

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