COMPARATIVE ANALYSIS OF THE EFFECTIVENESS OF NEURAL NETWORKS AT DIFFERENT VALUES OF THE SNR RATIO

COMPARATIVE ANALYSIS OF THE EFFECTIVENESS OF NEURAL NETWORKS AT DIFFERENT VALUES OF THE SNR RATIO

This work is devoted to a comparative analysis of the effectiveness of neural networks, CNN and RNN, at different SNR ratios. The research conducted within the framework of this work showed that CNN convolutional neural networks demonstrate higher efficiency in speech signal recognition tasks, rega...

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Bibliographic Details
Main Authors:	Aigul Kulakayeva, Valery Tikhvinskiy, Aigul Nurlankyzy, Timur Namazbayev
Format:	Article
Language:	English
Published:	Astana IT University 2024-10-01
Series:	Scientific Journal of Astana IT University
Subjects:	artificial neural networks convolutional neural network recurrent neural network voice activity detector signal-to-noise ratio
Online Access:	https://journal.astanait.edu.kz/index.php/ojs/article/view/616
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