Introducing the Software CASE (Cluster and Analyze Sound Events) by Comparing Different Clustering Methods and Audio Transformation Techniques Using Animal Vocalizations

Introducing the Software CASE (Cluster and Analyze Sound Events) by Comparing Different Clustering Methods and Audio Transformation Techniques Using Animal Vocalizations

Unsupervised clustering algorithms are widely used in ecology and conservation to classify animal sounds, but also offer several advantages in basic bioacoustics research. Consequently, it is important to overcome the existing challenges. A common practice is extracting the acoustic features of voca...

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Bibliographic Details
Main Authors: Sebastian Schneider, Kurt Hammerschmidt, Paul Wilhelm Dierkes
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Animals
Subjects:
bioacoustics
clustering methods
feature extraction
frequency-modulated vocalizations
multidimensional
vocalization classification
Online Access:https://www.mdpi.com/2076-2615/12/16/2020

Internet

https://www.mdpi.com/2076-2615/12/16/2020

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