个人信息Personal Information
教授
博士生导师
硕士生导师
性别:女
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
联系方式:84706002-3326; 84706697
电子邮箱:qhlin@dlut.edu.cn
A semi-blind negentropy maximization algorithm for enhancing a specific speech
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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.