现代电子技术2017，Vol.40Issue(9)：14-17,4.DOI:10.16652/j.issn.1004-373x.2017.09.004
帧间自适应的压缩感知谱减去噪方法
Speech denoising method based on adaptive inter-frame compressed sensing of spectrum subtraction
摘要
Abstract
Since the noisy speech denoising based on compressed sensing theory has low signal-to-noise ratio,and the spectrum subtraction used to denoise the noisy speech still has poor speech signal,a speech denoising method based on adap-tive inter-frame compressed sensing of spectrum subtraction is put forward. The traditional compressed sensing theory can't realize the adaptive inter-frame denoising effect while reconstructing the speech signal,so an improved algorithm is proposed,and ap-plied to the denoising process of the spectrum subtraction. The experimental results show that,in comparison with the classical spectrum subtraction,the proposed algorithm used to denoise the noisy speech can improve the denoising effect of the noisy speech,and effectively eliminate the background noise and music noise that the spectrum subtraction can't do.关键词
压缩感知/谱减法/语音去噪/正交匹配追踪算法Key words
compressed sensing/spectrum subtraction/speech denoising/orthogonal matching pursuit algorithm分类
信息技术与安全科学引用本文复制引用
畅江,张雪英,李凤莲..帧间自适应的压缩感知谱减去噪方法[J].现代电子技术,2017,40(9):14-17,4.基金项目
国家自然科学基金(61371193) （61371193）
山西省青年科技研究基金(2013021016-2) （2013021016-2）
山西省回国留学人员科研资助项目(2013-034) （2013-034）
山西省研究生创新项目(2015BY24) （2015BY24）
