Analysis of Morse Signal Noise Reduction Methods

被引:0
|
作者
Wang Yiran [1 ]
You Xiangdong [1 ]
Tang Cuiling [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Minist Educ, Key Lab Universal Wireless Commun, Beijing 100876, Peoples R China
来源
2021 THE 7TH INTERNATIONAL CONFERENCE ON COMMUNICATION AND INFORMATION PROCESSING, ICCIP 2021 | 2021年
关键词
Morse; noise reduction; band-pass filtering; spectral subtraction; U-Net;
D O I
10.1145/3507971.3508003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article applies several common speech noise reduction methods to Morse signal noise reduction, and compares and analyzes these several noise reduction methods. The paper introduces the Morse signal and the necessity of noise reduction and the principles, processes, advantages and disadvantages of different noise reduction methods such as band-pass filtering, spectral subtraction and other traditional methods, and noise reduction based on U-Net image segmentation. The effects of noise reduction methods are analyzed by the comparison of time-domain diagram and frequency-domain diagram of the same Morse signal before and after noise reduction. Finally, it is concluded that the noise reduction based on U-Net image segmentation has a better effect.
引用
收藏
页码:188 / 193
页数:6
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