1 publication

• Published Open access Review Article 16 Aug 2024

  Avian Echoes: Convolutional Neural Network for Bird Vocalization Detection

  By Ved Chaudhari, Siddharth Chhajed, Piyush Jain, Adarsh Kamble, Dnyaneshwar Kapse

  Abstract: Bird species identification is a complex task within ornithology that demands advanced technological solutions. This research presents an approach leveraging Convolutional Neural Networks (CNNs) for bird species recognition based on identification of bird sound, each employing unique datasets and methodologies. The objective involves a two-stage identification process, beginning with the construction of an ideal dataset. The crucial step involves converting 1D audio waveforms to 2D spectrograms, enhancing CNNs' ability to …

  Published in Journal of Aerospace Engineering & Technology · Vol. 14, Issue 2, 2024 · pp. 26–37 Read article →