• A Successful Crowdsourcing Approach for Bird Sound Classification 

      Lehikoinen, Petteri; Rannisto, Meeri; Camargo, Ulisses; Aintila, Aki; Lauha, Patrik; Piirainen, Esko; Somervuo, Panu; Ovaskainen, Otso Tapio (Peer reviewed; Journal article, 2023)
      Automated recorders are increasingly used in remote sensing of wildlife, yet automated methods of processing the audio remains challenging. Identifying animal sounds with machine learning provides a solution, but optimizing ...