节点文献

基于麦克风阵列的语音增强与干扰抑制算法

Speech Enhancement and Interference Suppression Algorithm Based on Microphone Arrays

  • 推荐 CAJ下载
  • PDF下载
  • 不支持迅雷等下载工具,请取消加速工具后下载。

【作者】 王义圆张曦文周贻能黄际彦

【Author】 WANG Yiyuan;ZHANG Xiwen;ZHOU Yineng;HUANG Jiyan;School of Information and Communication Engineering,University of Electronic Science and Technology;

【机构】 电子科技大学信息与通信工程学院

【摘要】 麦克风阵列在语音信号处理领域有着非常广泛的应用,该文提出了一种基于麦克风阵列的语音增强与干扰抑制算法,即空频联合处理算法。首先利用延迟-求和波束形成技术分别对麦克风阵列接收信号中的语音信号和干扰信号进行波束形成。然后将时域上的两个波束形成输出转换到频域,在频域上构造加权系数,利用加权系数乘以频域上的语音信号,从而进一步实现滤除干扰信号以增强语音信号的目的。仿真结果表明,该文提出的算法可以有效地对语音信号进行增强并且抑制干扰信号。相对于纯空域方法,该文提出的空频联合处理方法可以更有效地增强语音信号和抑制干扰。

【Abstract】 Microphone arrays has wide applications in the area of speech signal processing. A speech enhancement and interference suppression algorithm based on microphone arrays is proposed. That is space and frequency processing algorithm.Firstly,the speech signal and interference signal in the received signal of microphone arrays are beamformed by using the delay-sum beamforming method. Then,the two beamforming outputs are transformed from the time domain to the frequency domain. In the frequency domain,a weighting function is constructed with the two beamforming outputs. Finally,in order to filter the interference signal and enhance the speech signal,the speech signal is multiplied by weighting function in the frequency domain. The simulation results demonstrate that,the algorithm proposed in this paper can enhance the speech signal and suppress the interference signal effectively. Comparing with processing only in the space domain,the algorithm proposed in this paper can enhance speech signal more efficiently.

  • 【分类号】TN912.35
  • 【被引频次】18
  • 【下载频次】374
节点文献中: 

本文链接的文献网络图示:

本文的引文网络