An Ensemble Stacked Convolutional Neural Network Model for Environmental Event Sound Recognition

An Ensemble Stacked Convolutional Neural Network Model for Environmental Event Sound Recognition

Convolutional neural networks (CNNs) with log-mel audio representation and CNN-based end-to-end learning have both been used for environmental event sound recognition (ESC). However, log-mel features can be complemented by features learned from the raw audio waveform with an effective fusion method....

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Bibliographic Details
Main Authors: Shaobo Li, Yong Yao, Jie Hu, Guokai Liu, Xuemei Yao, Jianjun Hu
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Applied Sciences
Subjects:
environmental sound classification
convolutional neural network
DS evidence theory
audio processing
fusion model
Online Access:http://www.mdpi.com/2076-3417/8/7/1152

Internet

http://www.mdpi.com/2076-3417/8/7/1152

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