龚晓峰

个人信息Personal Information

教授

博士生导师

硕士生导师

主要任职:信息与通信工程学院副院长

其他任职:电子技术教研室主任

性别:男

毕业院校:北京理工大学

学位:博士

所在单位:信息与通信工程学院

学科:通信与信息系统. 信号与信息处理

办公地点:海山楼B511

联系方式:QQ:51574683

电子邮箱:xfgong@dlut.edu.cn

扫描关注

论文成果

当前位置: 龚晓峰的个人主页 >> 科学研究 >> 论文成果

A semi-blind negentropy maximization algorithm for enhancing a specific speech

点击次数:

论文类型:会议论文

发表时间:2011-07-26

收录刊物:EI、Scopus

卷号:1

页面范围:401-405

摘要:Extraction of a specific speech signal from convolutive mixtures of multiple speeches is a challenge since different speeches may share similar characteristics. Based on our semi-blind negentropy maximization algorithm for separating multiple speech signals, we further present an algorithm for extracting a desired speech by constructing a corresponding reference signal. Specifically, two kinds of reference signals are explored, which include a clear speech from the specific speaker and a rough estimation of blind source separation, respectively. Extensive experiments with synthetic data and recorded speeches are carried out to test the performance. The results show that the proposed algorithm can nicely extract an expected speech signal but discard the other speeches. ? 2011 IEEE.