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Adaptive Bayesian compressed sensing based on speech frame signal

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成果类型:
期刊论文、会议论文
作者:
Qian, Yongqing*;Chen, Weizhen
通讯作者:
Qian, Yongqing
作者机构:
[Qian, Yongqing; Chen, Weizhen] Wuhan Polytech Univ, Sch Elect & Elect Engn, Wuhan, Hubei, Peoples R China.
通讯机构:
[Qian, Yongqing] W
Wuhan Polytech Univ, Sch Elect & Elect Engn, Wuhan, Hubei, Peoples R China.
语种:
英文
关键词:
bayesian compressed sensing;energy adaption;position adaption;speech frame
期刊:
2017 9th IEEE International Conference on Communication Software and Networks, ICCSN 2017
ISSN:
2159-3566
年:
2017
卷:
2017-January
页码:
1047-1051
会议名称:
9th IEEE International Conference on Communication Software and Networks (ICCSN)
会议论文集名称:
International Conference on Communication Software and Networks
会议时间:
MAY 06-08, 2017
会议地点:
GuangZhou, PEOPLES R CHINA
会议主办单位:
[Qian, Yongqing;Chen, Weizhen] Wuhan Polytech Univ, Sch Elect & Elect Engn, Wuhan, Hubei, Peoples R China.
会议赞助商:
IEEE, Guangdong Univ Technol, Univ Elect Sci & Technol China, CETC, 54th Inst, Sci & Technol Commun Networks Lab, AET Journal
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5090-3822-0
基金类别:
Scientific Research Starting Foundation of Wuhan Polytechnic University (No. 2014RZ39)
机构署名:
本校为第一且通讯机构
院系归属:
电气与电子工程学院
摘要:
Compressed Sensing (CS) is an emerging theory which can sample the sparse signal or compressible signal via sub-Nyquist sampling rate and reconstruct the original signal with small amount of measurements. Since speech signal is sparse in Discrete Cosine Transform (DCT) domain, a kind of adaptive Bayesian Compressed Sensing (BCS) based on speech signal is proposed in this paper. In the one hand, our proposed method exploits the difference of energy within different speech frame to allot measurements adaptively for each speech frame aim to promote the quality of recovery speech signal. In the ot...

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