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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Bibliographic Details
Main Authors: Kirsebom, Oliver Sølund, Frazao, Fabio
Other Authors: Simard, Yvan, Roy, Nathalie, Giard, Samuel, Matwin, Stan
Format: Software
Language:unknown
Published: 2020
Subjects:
North Atlantic right whale
Neural networks
Underwater Acoustics
Passive Acoustic Monitoring
Signal Processing
Giard
North Atlantic
Online Access:https://zenodo.org/record/3736625
https://doi.org/10.5281/zenodo.3736625
Description
Summary: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.

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