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语音通信降噪研究

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田玉静,左红伟,王超.语音通信降噪研究[J].,2020,39(6):932-939
语音通信降噪研究
Research on speech communication de-noising
投稿时间：2020-03-23修订日期：2020-10-30
中文摘要:
语音通信系统中，语音通过信道传输将不可避免地引入码间串扰和信号畸变，同时受到噪声污染。本文在分析自适应盲均衡算法CMA(constant modulus algorithm）和改进盲均衡算法的基础上，考虑到自适应盲均衡技术在语音噪声控制方面能力有限，将自适应盲均衡技术与小波包掩蔽阈值降噪算法联合使用，形成一种基带语音增强新方法。仿真试验结果显示自适应盲均衡技术可以使星座图变得清晰而紧凑，有效减小误码率。研究证实该方法在语音信号ISI和畸变严重情况下，在白噪及有色噪声不同的噪声环境中都具有稳定的降噪能力，消噪同时可获得汉语普通话良好的听觉效果。
英文摘要:
In the speech communication system, the speech signal is transmitted through the channel, which introduces the Inter-symbol Interference and signal distortion. At the same time, it is polluted by noise.Based on the analysis of adaptive blind equalization algorithm CMA (constant modulus algorithm) and improved blind equalization algorithm and considering the limited ability of adaptive blind equalization in speech noise control, in this paper, a new base-band speech enhancement method is developed by combining adaptive blind equalization with wavelet packet masking threshold noise reduction algorithm.The simulation show that the adaptive blind equalization technology can make the constellation map clear and compact, and reduce the error rate effectively. The research verifies that the method has stable noise reduction ability in different noise environments, such as white noise and colored noise, under the condition of ISI of speech signal and serious distortion. At the same time, it can get good auditory effect in Mandarin Chinese.
DOI：10.11684/j.issn.1000-310X.2020.06.017
中文关键词:盲均衡,自适应算法,通信系统,语音增强
英文关键词:blindequalization, adaptivealgorithm, communicationsystem
基金项目:
作者单位E-mail
田玉静青岛理工大学信息与控制工程学院2260006540@qq.com
左红伟青岛理工大学土木工程学院ZUO Hong-Wei@163.com
王超中兴通讯GSM网规网优部wangchao@163.com
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