Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in Spectrograms

Detalles Bibliográficos
Autores: Román Ruiz, Marta|||0000-0002-1067-8865, Rossi, Claudio|||0000-0002-8740-2453
Tipo de recurso: artículo
Fecha de publicación:2026
País:España
Institución:Universidad Politécnica de Madrid
Repositorio:Archivo Digital UPM
OAI Identifier:oai:dnet:archivodigit::d5ab615b9b9df3dec503f26fbaf4cae5
Acceso en línea:https://oa.upm.es/95758/
Access Level:acceso abierto
Palabra clave:bioacoustics
deep neural networks
convolutional neural networks
spectrogram classification
model optimisation
layer analysis
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spelling Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in SpectrogramsRomán Ruiz, Marta|||0000-0002-1067-8865Rossi, Claudio|||0000-0002-8740-2453bioacousticsdeep neural networksconvolutional neural networksspectrogram classificationmodel optimisationlayer analysis20262026-03-02journal articlehttp://purl.org/coar/resource_type/c_6501info:eu-repo/semantics/articlehttps://oa.upm.es/95758/reponame:Archivo Digital UPMinstname:Universidad Politécnica de MadridInglésenEuropean Commission 10.13039/501100000780 Horizon Europe Framework Programme 101091959open accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:dnet:archivodigit::d5ab615b9b9df3dec503f26fbaf4cae52026-06-21T12:45:07Z
dc.title.none.fl_str_mv Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in Spectrograms
title Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in Spectrograms
spellingShingle Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in Spectrograms
Román Ruiz, Marta|||0000-0002-1067-8865
bioacoustics
deep neural networks
convolutional neural networks
spectrogram classification
model optimisation
layer analysis
title_short Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in Spectrograms
title_full Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in Spectrograms
title_fullStr Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in Spectrograms
title_full_unstemmed Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in Spectrograms
title_sort Optimising Convolutional Neural Network Architectures for Fin Whale Pulse Detection in Spectrograms
dc.creator.none.fl_str_mv Román Ruiz, Marta|||0000-0002-1067-8865
Rossi, Claudio|||0000-0002-8740-2453
author Román Ruiz, Marta|||0000-0002-1067-8865
author_facet Román Ruiz, Marta|||0000-0002-1067-8865
Rossi, Claudio|||0000-0002-8740-2453
author_role author
author2 Rossi, Claudio|||0000-0002-8740-2453
author2_role author
dc.subject.none.fl_str_mv bioacoustics
deep neural networks
convolutional neural networks
spectrogram classification
model optimisation
layer analysis
topic bioacoustics
deep neural networks
convolutional neural networks
spectrogram classification
model optimisation
layer analysis
publishDate 2026
dc.date.none.fl_str_mv 2026
2026-03-02
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://oa.upm.es/95758/
url https://oa.upm.es/95758/
dc.language.none.fl_str_mv Inglés
en
language_invalid_str_mv Inglés
en
dc.relation.none.fl_str_mv European Commission 10.13039/501100000780 Horizon Europe Framework Programme 101091959
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Archivo Digital UPM
instname:Universidad Politécnica de Madrid
instname_str Universidad Politécnica de Madrid
reponame_str Archivo Digital UPM
collection Archivo Digital UPM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,81155

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