AUDITORY CODING BASED SPEECH ENHANCEMENT

被引:1
|
作者
Ren, Yao [1 ]
Johnson, Michael T. [1 ]
机构
[1] Marquette Univ, Speech & Signal Proc Lab, Milwaukee, WI 53201 USA
关键词
Speech enhancement; auditory coding; wavelet transforms; minimum mean square error methods; NOISE;
D O I
10.1109/ICASSP.2009.4960676
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper demonstrates a speech enhancement system based on an efficient auditory coding approach, coding of time-relative structure using spikes. The spike coding method can more compactly represent the non-stationary characteristics of speech signals than the Fourier transform or wavelet transform. Enhancement is accomplished through the use of MMSE thresholding on the spike code. Experimental results show that compared with the spectral domain logSTSA filter, both the subjective spectrogram evaluation and objective SSNR improvement for the proposed approach is better in suppressing noise in high noise situations, with fewer musical artifacts.
引用
收藏
页码:4685 / 4688
页数:4
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