Domestic Cat Sound Classification Using Learned Features from Deep Neural Nets

Domestic Cat Sound Classification Using Learned Features from Deep Neural Nets

The domestic cat (Feliscatus) is one of the most attractive pets in the world, and it generates mysterious kinds of sound according to its mood and situation. In this paper, we deal with the automatic classification of cat sounds using machine learning. Machine learning approach for the classificati...

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Bibliographic Details
Main Authors: Yagya Raj Pandeya, Dongwhoon Kim, Joonwhoan Lee
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Applied Sciences
Subjects:
balanced dataset
data augmentation
deep belief network
feature extraction
frequency division average pooling
ensemble
Online Access:http://www.mdpi.com/2076-3417/8/10/1949

Internet

http://www.mdpi.com/2076-3417/8/10/1949

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