An intelligent hearing aid system based on real-time signal processing

Yao Chen; Yangjie Wei; Nan Guan; Yi Wang

doi:10.1109/CPSNA.2014.18

An intelligent hearing aid system based on real-time signal processing

Yao Chen
, Yangjie Wei
, Nan Guan
, Yi Wang

Northeastern University China

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

3 引用（Scopus）

摘要

A hearing aid, worn in or around a wearer's ear, is an electroacoustic device to block noise and enhance target sound signal for the wearer. However, there is no method in traditional hearing aids that can automatically separate noise from a received signal mixture. Especially when the backing round is complex, amplified sound by a traditional hearing aid is still a multi-source mixture, and its wearer could not extract the target sound as expected. In this paper, a smart hearing aid system is proposed, consisting of an acoustic property modeling module, an acoustic source separation module and a target source recognition module. The proposed solution can automatically separate an acoustic source and thus enhance the target speaker's sound and filter the other sounds. Experiments with three sources has been conducted and the results show the feasibility and validity of our intelligent hearing aid.

源语言	英语
主期刊名	Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014
出版商	Institute of Electrical and Electronics Engineers Inc.
页	55-58
页数	4
ISBN（电子版）	9781479953875
DOI	https://doi.org/10.1109/CPSNA.2014.18
出版状态	已出版 - 18 11月 2014
已对外发布	是
活动	2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014 - Hong Kong, 中国期限: 25 8月 2014 → 26 8月 2014

出版系列

姓名	Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014

会议

会议	2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014
国家/地区	中国
市	Hong Kong
时期	25/08/14 → 26/08/14

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 3 良好健康与福祉

访问文件

10.1109/CPSNA.2014.18

其它文件与链接

链接到 Scopus 的出版物

引用此

Chen, Y., Wei, Y., Guan, N., & Wang, Y. (2014). An intelligent hearing aid system based on real-time signal processing. 在 Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014 (页码 55-58). 文章 6961243 (Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CPSNA.2014.18

Chen, Yao ; Wei, Yangjie ; Guan, Nan 等. / An intelligent hearing aid system based on real-time signal processing. Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014. Institute of Electrical and Electronics Engineers Inc., 2014. 页码 55-58 (Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014).

@inproceedings{186159d8d4be4025aae0eb1c37a298bb,

title = "An intelligent hearing aid system based on real-time signal processing",

abstract = "A hearing aid, worn in or around a wearer's ear, is an electroacoustic device to block noise and enhance target sound signal for the wearer. However, there is no method in traditional hearing aids that can automatically separate noise from a received signal mixture. Especially when the backing round is complex, amplified sound by a traditional hearing aid is still a multi-source mixture, and its wearer could not extract the target sound as expected. In this paper, a smart hearing aid system is proposed, consisting of an acoustic property modeling module, an acoustic source separation module and a target source recognition module. The proposed solution can automatically separate an acoustic source and thus enhance the target speaker's sound and filter the other sounds. Experiments with three sources has been conducted and the results show the feasibility and validity of our intelligent hearing aid.",

keywords = "Intelligent hearing aid, acoustic property modeling, acoustic separation, speaker recognition",

author = "Yao Chen and Yangjie Wei and Nan Guan and Yi Wang",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014 ; Conference date: 25-08-2014 Through 26-08-2014",

year = "2014",

month = nov,

day = "18",

doi = "10.1109/CPSNA.2014.18",

language = "英语",

series = "Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "55--58",

booktitle = "Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014",

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}

Chen, Y, Wei, Y, Guan, N & Wang, Y 2014, An intelligent hearing aid system based on real-time signal processing. 在 Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014., 6961243, Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014, Institute of Electrical and Electronics Engineers Inc., 页码 55-58, 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014, Hong Kong, 中国, 25/08/14. https://doi.org/10.1109/CPSNA.2014.18

An intelligent hearing aid system based on real-time signal processing. / Chen, Yao; Wei, Yangjie; Guan, Nan 等.
Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014. Institute of Electrical and Electronics Engineers Inc., 2014. 页码 55-58 6961243 (Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - An intelligent hearing aid system based on real-time signal processing

AU - Chen, Yao

AU - Wei, Yangjie

AU - Guan, Nan

AU - Wang, Yi

PY - 2014/11/18

Y1 - 2014/11/18

N2 - A hearing aid, worn in or around a wearer's ear, is an electroacoustic device to block noise and enhance target sound signal for the wearer. However, there is no method in traditional hearing aids that can automatically separate noise from a received signal mixture. Especially when the backing round is complex, amplified sound by a traditional hearing aid is still a multi-source mixture, and its wearer could not extract the target sound as expected. In this paper, a smart hearing aid system is proposed, consisting of an acoustic property modeling module, an acoustic source separation module and a target source recognition module. The proposed solution can automatically separate an acoustic source and thus enhance the target speaker's sound and filter the other sounds. Experiments with three sources has been conducted and the results show the feasibility and validity of our intelligent hearing aid.

AB - A hearing aid, worn in or around a wearer's ear, is an electroacoustic device to block noise and enhance target sound signal for the wearer. However, there is no method in traditional hearing aids that can automatically separate noise from a received signal mixture. Especially when the backing round is complex, amplified sound by a traditional hearing aid is still a multi-source mixture, and its wearer could not extract the target sound as expected. In this paper, a smart hearing aid system is proposed, consisting of an acoustic property modeling module, an acoustic source separation module and a target source recognition module. The proposed solution can automatically separate an acoustic source and thus enhance the target speaker's sound and filter the other sounds. Experiments with three sources has been conducted and the results show the feasibility and validity of our intelligent hearing aid.

KW - Intelligent hearing aid

KW - acoustic property modeling

KW - acoustic separation

KW - speaker recognition

UR - https://www.scopus.com/pages/publications/84916636071

U2 - 10.1109/CPSNA.2014.18

DO - 10.1109/CPSNA.2014.18

M3 - 会议稿件

AN - SCOPUS:84916636071

T3 - Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014

SP - 55

EP - 58

BT - Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014

Y2 - 25 August 2014 through 26 August 2014

ER -

Chen Y, Wei Y, Guan N, Wang Y. An intelligent hearing aid system based on real-time signal processing. 在 Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014. Institute of Electrical and Electronics Engineers Inc. 2014. 页码 55-58. 6961243. (Proceedings - 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2014). doi: 10.1109/CPSNA.2014.18

An intelligent hearing aid system based on real-time signal processing

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

学术指纹

引用此