Design of Multichannel Wiener Filter for Speech Enhancement in Hearing Aids and Noise Reduction Technique

被引:0
作者
Modhave, Nayan [1 ]
Karuna, Yepuganti [1 ]
Tonde, Sourabh [1 ]
机构
[1] VIT Univ, Sch Elect Sci SENSE, Vellore, Tamil Nadu, India
来源
PROCEEDINGS OF 2016 ONLINE INTERNATIONAL CONFERENCE ON GREEN ENGINEERING AND TECHNOLOGIES (IC-GET) | 2016年
关键词
Hearing aids; multichannel wiener filter; noise reduction; speech distortion; speech enhancement; wiener filter;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes an algorithm for design of multichannel wiener filter for the application of hearing aids (HA). Present hearing aid devices amplify the speech signal which is corrupted by disturbances and noise from the same environment, resulting degraded speech quality and less efficiency of such devices. Application of wiener algorithm in HA device provides improved speech quality with less complexity. Noticeably enhanced speech quality can be obtained if multiple wiener filter channels are used. Multichannel wiener filter algorithm for speech considers scalar combination of noise inputs to filter and speech correlations. A single target speech system having multiple noise inputs to the filter is designed for estimation of degrading signal or noise. It allows extraction of pure speech by nullifying the estimated noise from corrupted speech of the pilot channel. Enhanced speech signal can be observed at the output which is available for listener who uses HA device. Filter coefficients are extracted from input noise and corrupted speech correlation matrices.
引用
收藏
页数:4
相关论文
共 50 条
[21]   On Speech Sparsity for Computational Efficiency and Noise Reduction in Hearing Aids [J].
Llave, Adrien ;
Leglaive, Simon .
2021 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2021, :684-688
[22]   Binaural cue preservation for hearing aids using an interaural transfer function multichannel Wiener filter [J].
Van den Bogaert, Tim ;
Wouters, Jan ;
Doclo, Simon ;
Moonen, Marc .
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL IV, PTS 1-3, 2007, :565-+
[23]   REDUCED-BANDWIDTH AND LOW-COMPLEXITY MULTICHANNEL WIENER FILTER FOR BINAURAL HEARING AIDS [J].
Marin-Hurtado, Jorge I. ;
Anderson, David V. .
2011 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA), 2011, :85-88
[24]   Speech enhancement with an adaptive Wiener filter [J].
Abd El-Fattah, Marwa ;
Dessouky, Moawad ;
Abbas, Alaa ;
Diab, Salaheldin ;
El-Rabaie, El-Sayed ;
Al-Nuaimy, Waleed ;
Alshebeili, Saleh ;
Abd El-Samie, Fathi .
INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY, 2014, 17 (01) :53-64
[25]   ILD PRESERVATION IN THE MULTICHANNEL WIENER FILTER FOR BINAURAL HEARING AID APPLICATIONS [J].
Costa, Marcio H. ;
Naylor, Patrick A. .
2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2014, :636-640
[26]   A Zone-of-Quiet Based Approach to Integrated Active Noise Control and Noise Reduction for Speech Enhancement in Hearing Aids [J].
Serizel, Romain ;
Moonen, Marc ;
Wouters, Jan ;
Jensen, Soren Holdt .
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2012, 20 (06) :1685-1697
[27]   New insights into the noise reduction Wiener filter [J].
Chen, Jingdong ;
Benesty, Jacob ;
Huang, Yiteng ;
Doclo, Simon .
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2006, 14 (04) :1218-1234
[28]   Binaural Integrated Active Noise Control and Noise Reduction in Hearing Aids [J].
Serizel, Romain ;
Moonen, Marc ;
Wouters, Jan ;
Jensen, Soren Holdt .
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2013, 21 (05) :1113-1118
[29]   Study of Widely Linear Multichannel Wiener Filter for Binaural Noise Reduction [J].
Leng, Xin ;
Chen, Jingdong ;
Cohen, Israel ;
Benesty, Jacob .
2017 25TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2017, :21-25
[30]   ROBUST NON-VAD IMPLEMENTATION OF MULTICHANNEL WIENER FILTER FOR BINAURAL NOISE REDUCTION [J].
Marin-Hurtado, Jorge I. ;
Anderson, David V. .
2011 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA), 2011, :341-344