An ensemble one dimensional convolutional neural network with bayesian optimization for environmental sound classification

• Main Authors: Ragab, M.G., Abdulkadir, S.J., Aziz, N., Alhussian, H., Bala, A., Alqushaibi, A.
• Format: Article
• Published: MDPI AG 2021
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107178909&doi=10.3390%2fapp11104660&partnerID=40&md5=91f99b7311200d1e63fd943364e2c341; http://eprints.utp.edu.my/23783/

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...