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Browsing by Subject "Few-shot Learning"

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    • Learning to detect an animal sound from five examples 

      Nolasco, Ines; Singh, Shubhr; Morfi, Veronica; Lostanlen, Vincent; Strandburg-Peshkin, Ariana; Vidaña Vila, Ester; Gil, Lisa; Pamula, Hanna; Whitehead, Helen; Kiskin, Ivan; Jensen, Frants; Morford, Joe; Emmerson, Michael G.; Versace, Elisabetta; Grout, Emily; Liu, Haohe; Ghani, Burooj; Stowell, Dan (Ecological Informatics, 2023-11)
      Automatic detection and classification of animal sounds has many applications in biodiversity monitoring and animal behavior. In the past twenty years, the volume of digitised wildlife sound available ...