Passive acoustic monitoring of animal populations with transfer learning
Emmanuel Dufourq, Carly Batist, Ruben Foquet, Ian Durbach
Abstract
Funding: ED is supported by a research chairship from the African Institute for Mathematical Sciences South Africa. This work was carried out with the aid of a grant from the International Development Research Centre, Ottawa, Canada , www.idrc.ca, and with financial support from the Government of Canada, provided through Global Affairs Canada (GAC) , www.international.gc.ca . This work was supported by funding from Microsoft's AI for Earth program.
Topics & Concepts
Transfer of learningComputer scienceConvolutional neural networkBioacousticsArtificial intelligenceRendering (computer graphics)Machine learningDeep learningNeuroevolutionBinary classificationArtificial neural networkSupport vector machineTelecommunicationsAnimal Vocal Communication and BehaviorMusic and Audio ProcessingDomain Adaptation and Few-Shot Learning