UDT 2020

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Data augmentation AI algorithms for Passive Sonar Classification

09 Dec 2020
Sensors & Processing

The paper will describe our proposed solution for underwater acoustic noises data augmentation for passive sonar classification. Our approach is given by the followings steps:

  • Passive sonar data description
  • AI for automatic underwater acoustic recognition
  • Data augmentation : Signal Processing approach
  • Data augmentation : GAN approach
  • Calculation of performances & Comparisons
Chairperson
Nick Sheppard, Technical Director - Maritime Mission Systems - Thales UK
Speakers
Fabien Chaillan, Research director - data sciences - Naval Group
Stephan Meunier, Marketing Director - Naval Group


 

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