Spectrogram Classification Using Dissimilarity Space

Spectrogram Classification Using Dissimilarity Space

In this work, we combine a Siamese neural network and different clustering techniques to generate a dissimilarity space that is then used to train an SVM for automated animal audio classification. The animal audio datasets used are (i) birds and (ii) cat sounds, which are freely available. We exploi...

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Bibliographic Details
Main Authors: Loris Nanni, Andrea Rigo, Alessandra Lumini, Sheryl Brahnam
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Applied Sciences
Subjects:
audio classification
dissimilarity space
siamese network
ensemble of classifiers
pattern recognition
animal audio
Online Access:https://www.mdpi.com/2076-3417/10/12/4176

Internet

https://www.mdpi.com/2076-3417/10/12/4176

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