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
基于分层采样粒子滤波的麦克风阵列说话人跟踪方法
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发表时间:2008-01-01
发表刊物:电子学报
所属单位:软件学院
期号:1
页面范围:194-198
ISSN号:0372-2112
摘要:A new sound source localization and tracking method based on microphone array is presented for speaker tracking problem in noisy and reverberant environments. In the framework of particle filtering, the echo-free onset signal is extracted according to the echo-avoidance model of the precedence effect, and likelihood function is constructed by the output power of beamformer. Considering the effects of different frequency components on localization and tracking, layered sampling approach is used to improve the computational efficiency of particle filter. The results of simulation data and real data show that the proposed method can reliably track the speaker even in moderately reverberant rooms.
备注:新增回溯数据