Published April 21, 2020 | Version 1.0.0
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Supplementary material for the article "Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls"

  • 1. Dalhousie University

Contributors

Supervisor:

  • 1. Fisheries and Oceans Canada
  • 2. Dalhousie University

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.

Files

narw-code.zip

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Additional details

Related works

Has part
Dataset: 10.20383/101.0241 (DOI)
Is supplement to
Preprint: arXiv:2001.09127 (arXiv)