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Author:

孟宪波 (孟宪波.) | 鲍长春 (鲍长春.) (Scholars:鲍长春)

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CQVIP PKU CSCD

Abstract:

MCRA(Minima-Controlled Recursive Averaging)方法是经典的噪声估计算法,然而在语音段MCRA方法存在不能对噪声功率谱进行有效更新的问题.针对这一问题,本文利用广义自回归条件异方差(Generalized Autoregressive Conditional Heteroskedasticity,GARCH)模型在时频域对噪声信号建模,在MCRA算法原理的基础上,提出了基于最小控制GARCH模型的噪声估计算法,实验结果表明,本文所提的噪声估计算法能够更为准确估计噪声功率谱,将该算法应用到语音增强中能够获得到较好的语音增强效果.

Keyword:

语音增强 MCRA算法 GARCH模型 噪声估计

Author Community:

  • [ 1 ] 北京工业大学电子信息与控制工程学院语音与音频信号处理实验室

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Source :

电子学报

Year: 2016

Issue: 03

Volume: 44

Page: 747-752

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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