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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ftdatacite:10.5281/zenodo.3736625 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.3736625 https://zenodo.org/record/3736625 unknown Zenodo https://dx.doi.org/10.20383/101.0241 https://dx.doi.org/10.5281/zenodo.3736624 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.3736625 https://doi.org/10.20383/101.0241 https://doi.org/10.5281/zenodo.3736624 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.3736625 https://zenodo.org/record/3736625 |
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.3736624 |
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.3736625 https://doi.org/10.20383/101.0241 https://doi.org/10.5281/zenodo.3736624 |
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1766118229711781888 |