1 publication

• Published Subscription 31 Oct 2023

  Sound-based Bird Classification Using Perceptual Features and Machine Learning: A Gaussian Mixture Model

  By A. Revathi, Bysani Mahendra, Vijayakrishnan ., Nandhakumar .

  Abstract: Classification of birds based on their sound patterns and identification of bird species found in the chirping sounds of birds were experimented with using the feature extraction method. This work is beneficial in ornithology to study birds and their behavior based on their sounds. The proposed methods can automatically classify birds by different sound processing. The audio file of a bird’s sound recording is first cut into smaller samples, and …

  Published in International Journal of Image Processing and Pattern Recognition · Vol. 9, Issue 2, 2023 · pp. 46–52 Read article →