Iterative Noise Power Subtraction Technique for Improved Speech Quality

被引:13
作者
Khan, M. Ryyan [1 ]
Hasan, Taufiq [2 ]
Khan, M. Rezwan [2 ]
机构
[1] Bangladesh Univ Engn & Technol, Dept EEE, Dhaka, Bangladesh
[2] United Int Univ, Dhaka, Bangladesh
来源
PROCEEDINGS OF ICECE 2008, VOLS 1 AND 2 | 2008年
关键词
D O I
10.1109/ICECE.2008.4769238
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
An iterative spectral subtraction technique for speech enhancement that gives improved performance has been presented. lit all the speech enhancement methods, a predetermined average power is subtracted in the spectral domain or a gain function less than unity is generated for the individual harmonies to reduce noise power. What ever the process is, it is a common observation that some of the power spectrums become negative after the enhancement process and is avoided by forcing the coefficients to zero. Under such a condition the actual amount of noise power subtracted is less than the amount intended. If the power subtraction is done in an iterative way such that the predetermined power is correctly subtracted from the noisy signal, the segmental SNR improves appreciably. The results show that an improvement in average segmental SNR by more than 0.5 dB can be achieved by adopting this technique.
引用
收藏
页码:391 / +
页数:3
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