Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks

Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks

Audio signal classification finds various applications in detecting and monitoring health conditions in healthcare. Convolutional neural networks (CNN) have produced state-of-the-art results in image classification and are being increasingly used in other tasks, including signal classification. Howe...

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Bibliographic Details
Main Authors:	Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
Format:	Article
Language:	English
Published:	MDPI AG 2021-05-01
Series:	Sensors
Subjects:	convolutional neural networks fusion interpolation machine learning spectrogram time-frequency image
Online Access:	https://www.mdpi.com/1424-8220/21/10/3434

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