Supplementary material for the article "Data augmentation for the Classification of North Atlantic right whales Upcalls"

Supplementary software for the article "Data augmentation for the Classification of North Atlantic right whales Upcalls" by Padovese, Kirsebom, Frazao, Matwin. Includes Python scripts for (1) building augmented training datasets, (2) training the deep neural network. The acoustic datasets...

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Bibliographic Details
Main Authors: Padovese, Bruno, Frazao, Fabio, Kirsebom, Oliver
Other Authors: Matwin, Stan
Format: Article in Journal/Newspaper
Language:unknown
Published: 2021
Subjects:
North Atlantic right whale
Underwater Acoustics
Data Augmentation
Deep Learning
North Atlantic
Online Access:https://zenodo.org/record/4623752
https://doi.org/10.5281/zenodo.4623752
Description
Summary:Supplementary software for the article "Data augmentation for the Classification of North Atlantic right whales Upcalls" by Padovese, Kirsebom, Frazao, Matwin. Includes Python scripts for (1) building augmented training datasets, (2) training the deep neural network. 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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