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基于约束方差的噪声谱估计算法

周成燕 周强 顾济华 赵鹤鸣 陶智

计算机工程与应用2012,Vol.48Issue(18):127-131,5.
计算机工程与应用2012,Vol.48Issue(18):127-131,5.DOI:10.3778/j.issn.1002-8331.2012.18.028

基于约束方差的噪声谱估计算法

Noise spectrum estimation algorithm based on constrained variance

周成燕 1周强 1顾济华 1赵鹤鸣 2陶智1

作者信息

  • 1. 苏州大学物理科学与技术学院,江苏苏州215006
  • 2. 苏州大学电子信息学院,江苏苏州215006
  • 折叠

摘要

Abstract

In order to improve the accuracy of noise estimation in the non-stationary environment, this paper proposes a new noise estimation algorithm based on constrained variance. The smoothing parameter can be calculated through constraining the variance. The noise power spectrum is estimated. Simulation results show that in comparison with other three methods, this algorithm possesses a more short delay in tracking the behavior of the background noise, and it has a lower mean square error of noise estimation. It is especially remarkable in the non-stationary noise and burst noise environment.

关键词

约束方差/噪声谱估计/语音增强

Key words

constrained variance/ noise spectrum estimation/ speech enhancement

分类

信息技术与安全科学

引用本文复制引用

周成燕,周强,顾济华,赵鹤鸣,陶智..基于约束方差的噪声谱估计算法[J].计算机工程与应用,2012,48(18):127-131,5.

基金项目

国家自然科学基金(No.61071215) (No.61071215)

苏州市科技发展计划(No.SYG201001). (No.SYG201001)

计算机工程与应用

OACSCDCSTPCD

1002-8331

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