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A Novel Natural Language Processing Model in Mobile Communication Networks.

Authors :
Ren, Dan
Srivastava, Gautam
Source :
Mobile Networks & Applications. Dec2022, Vol. 27 Issue 6, p2575-2584. 10p.
Publication Year :
2022

Abstract

To improve the ability of natural language information processing in mobile communication networks, a system based on recurrent neural networks (RNN) is designed. The feedback connection is transformed into a hidden layer pointing to the input layer. According to the physiological process of human speech and the acoustic characteristics of a speech signal, a model is designed using an excitation model, channel model, and radiation model, respectively. The experimental results show that the information processing accuracy of the designed system is high and the processing time is short. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1383469X
Volume :
27
Issue :
6
Database :
Academic Search Index
Journal :
Mobile Networks & Applications
Publication Type :
Academic Journal
Accession number :
161855769
Full Text :
https://doi.org/10.1007/s11036-022-02072-9