Supplementary material for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls"

Supplementary software for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls" by Kirsebom, Frazao, Simard, Roy, Matwin, and Giard (arXiv:2001.09127). Includes Python scripts for (1) building training and test datasets, (2) computing signal-to...

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Main Authors: Kirsebom, Oliver Sølund, Frazao, Fabio
Format: Article in Journal/Newspaper
Language:unknown
Published: Zenodo 2020
Subjects:
North Atlantic right whale
Neural networks
Underwater Acoustics
Passive Acoustic Monitoring
Signal Processing
Giard
North Atlantic
Online Access:https://dx.doi.org/10.5281/zenodo.3736624
https://zenodo.org/record/3736624
id ftdatacite:10.5281/zenodo.3736624
record_format openpolar
spelling ftdatacite:10.5281/zenodo.3736624 2023-05-15T17:26:32+02:00 Supplementary material for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls" Kirsebom, Oliver Sølund Frazao, Fabio 2020 https://dx.doi.org/10.5281/zenodo.3736624 https://zenodo.org/record/3736624 unknown Zenodo https://dx.doi.org/10.20383/101.0241 https://dx.doi.org/10.5281/zenodo.3736625 Open Access GNU General Public License v3.0 only https://www.gnu.org/licenses/gpl-3.0-standalone.html gpl-3.0 info:eu-repo/semantics/openAccess North Atlantic right whale Neural networks Underwater Acoustics Passive Acoustic Monitoring Signal Processing Software SoftwareSourceCode article 2020 ftdatacite https://doi.org/10.5281/zenodo.3736624 https://doi.org/10.20383/101.0241 https://doi.org/10.5281/zenodo.3736625 2021-11-05T12:55:41Z Supplementary software for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls" by Kirsebom, Frazao, Simard, Roy, Matwin, and Giard (arXiv:2001.09127). Includes Python scripts for (1) building training and test datasets, (2) computing signal-to-noise ratios, (3) visualizing spectrograms, (4) training the deep neural network, and (5) using the network to analyze continuous audio recordings. The acoustic datasets and annotations may be obtained from the Canadian Federated Research Data Repository (FRDR), where they are stored under doi:10.20383/101.0241. Article in Journal/Newspaper North Atlantic North Atlantic right whale DataCite Metadata Store (German National Library of Science and Technology) Giard ENVELOPE(-63.806,-63.806,-64.428,-64.428)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic North Atlantic right whale
Neural networks
Underwater Acoustics
Passive Acoustic Monitoring
Signal Processing
spellingShingle North Atlantic right whale
Neural networks
Underwater Acoustics
Passive Acoustic Monitoring
Signal Processing
Kirsebom, Oliver Sølund
Frazao, Fabio
Supplementary material for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls"
topic_facet North Atlantic right whale
Neural networks
Underwater Acoustics
Passive Acoustic Monitoring
Signal Processing
description Supplementary software for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls" by Kirsebom, Frazao, Simard, Roy, Matwin, and Giard (arXiv:2001.09127). Includes Python scripts for (1) building training and test datasets, (2) computing signal-to-noise ratios, (3) visualizing spectrograms, (4) training the deep neural network, and (5) using the network to analyze continuous audio recordings. The acoustic datasets and annotations may be obtained from the Canadian Federated Research Data Repository (FRDR), where they are stored under doi:10.20383/101.0241.
format Article in Journal/Newspaper
author Kirsebom, Oliver Sølund
Frazao, Fabio
author_facet Kirsebom, Oliver Sølund
Frazao, Fabio
author_sort Kirsebom, Oliver Sølund
title Supplementary material for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls"
title_short Supplementary material for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls"
title_full Supplementary material for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls"
title_fullStr Supplementary material for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls"
title_full_unstemmed Supplementary material for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls"
title_sort supplementary material for the article "performance of a deep neural network at detecting north atlantic right whale upcalls"
publisher Zenodo
publishDate 2020
url https://dx.doi.org/10.5281/zenodo.3736624
https://zenodo.org/record/3736624
long_lat ENVELOPE(-63.806,-63.806,-64.428,-64.428)
geographic Giard
geographic_facet Giard
genre North Atlantic
North Atlantic right whale
genre_facet North Atlantic
North Atlantic right whale
op_relation https://dx.doi.org/10.20383/101.0241
https://dx.doi.org/10.5281/zenodo.3736625
op_rights Open Access
GNU General Public License v3.0 only
https://www.gnu.org/licenses/gpl-3.0-standalone.html
gpl-3.0
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5281/zenodo.3736624
https://doi.org/10.20383/101.0241
https://doi.org/10.5281/zenodo.3736625
_version_ 1766118229499969536

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