An Ensemble One Dimensional Convolutional Neural Network with Bayesian Optimization for Environmental Sound Classification

An Ensemble One Dimensional Convolutional Neural Network with Bayesian Optimization for Environmental Sound Classification

With the growth of deep learning in various classification problems, many researchers have used deep learning methods in environmental sound classification tasks. This paper introduces an end-to-end method for environmental sound classification based on a one-dimensional convolution neural network w...

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Bibliographic Details
Main Authors: Mohammed Gamal Ragab, Said Jadid Abdulkadir, Norshakirah Aziz, Hitham Alhussian, Abubakar Bala, Alawi Alqushaibi
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
Bayesian optimization
convolutional neural networks
deep learning
ensemble learning
environmental sound classification
optimization
Online Access:https://www.mdpi.com/2076-3417/11/10/4660

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