Animal Sound Classification Using Dissimilarity Spaces

The classifier system proposed in this work combines the dissimilarity spaces produced by a set of Siamese neural networks (SNNs) designed using four different backbones with different clustering techniques for training SVMs for automated animal audio classification. The system is evaluated on two a...

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Bibliographic Details
Main Authors: Loris Nanni, Sheryl Brahnam, Alessandra Lumini, Gianluca Maguolo
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/23/8578