个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:信息与通信工程学院
学科:信号与信息处理. 通信与信息系统
办公地点:大连理工大学创新园大厦A526室
联系方式:0411-84706005-3526
电子邮箱:zhechen@dlut.edu.cn
Speech dereverberation method based on spectral subtraction and spectral line enhancement
点击次数:
论文类型:期刊论文
发表时间:2016-11-01
发表刊物:APPLIED ACOUSTICS
收录刊物:SCIE、EI、Scopus
卷号:112
页面范围:201-210
ISSN号:0003-682X
关键字:Dereverberation; Spectral subtraction; Spectral line enhancement; Adaptive post-filtering
摘要:Speech signals recorded with a distant microphone usually are interfered by the spatial reverberation in the room, which severely degrades the clarity and intelligibility of speech. A speech dereverberation method based on spectral subtraction and spectral line enhancement is proposed in this paper. Following the generalized statistical reverberation model, the power spectrum of late reverberation is estimated and removed from the reverberation speech by the spectral subtraction method. Then, according to the human auditory model, a spectral line enhancement technique based on adaptive post-filtering is adopted to further eliminate the reverberant components between adjacent speech formants. The proposed method can effectively suppress the spatial reverberation and improve the auditory perception of speech. The subjective and objective evaluation results reveal that the perceptual quality of speech is greatly improved by the proposed method. (C) 2016 Published by Elsevier Ltd.