Generating Synthetic Sperm Whale Voice Data Using StyleGAN2-ADA

Generating Synthetic Sperm Whale Voice Data Using StyleGAN2-ADA

The application of deep learning neural networks enables the processing of extensive volumes of data and often requires dense datasets. In certain domains, researchers encounter challenges related to the scarcity of training data, particularly in marine biology. In addition, many sounds produced by...

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Bibliographic Details
Main Authors: Ekaterina Kopets, Tatiana Shpilevaya, Oleg Vasilchenko, Artur Karimov, Denis Butusov
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Big Data and Cognitive Computing
Subjects:
augmentation data
WaveGAN
whale signals
sperm whale clicks
StyleGAN2-ADA
Online Access:https://www.mdpi.com/2504-2289/8/4/40

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https://www.mdpi.com/2504-2289/8/4/40

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