Blind binary masking for reverberation suppression in cochlear implants

被引:36
作者
Hazrati, Oldooz [1 ]
Lee, Jaewook [1 ]
Loizou, Philipos C. [1 ]
机构
[1] Univ Texas Dallas, Dept Elect Engn, Richardson, TX 75080 USA
基金
美国国家卫生研究院;
关键词
SPEECH; NOISE; INTELLIGIBILITY; NONREVERBERANT; ALGORITHM;
D O I
10.1121/1.4789891
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
A monaural binary time-frequency (T-F) masking technique is proposed for suppressing reverberation. The mask is estimated for each T-F unit by extracting a variance-based feature from the reverberant signal and comparing it against an adaptive threshold. Performance of the estimated binary mask is evaluated in three moderate to relatively high reverberant conditions (T60 = 0.3, 0.6, and 0.8 s) using intelligibility listening tests with cochlear implant users. Results indicate that the proposed T-F masking technique yields significant improvements in intelligibility of reverberant speech even in relatively high reverberant conditions (T60 = 0.8 s). The improvement is hypothesized to result from the recovery of the vowel/consonant boundaries, which are severely smeared in reverberation. (C) 2013 Acoustical Society of America. [http://dx.doi.org/10.1121/1.4789891]
引用
收藏
页码:1607 / 1614
页数:8
相关论文
共 22 条
[1]  
ALI H, 2011, P INT C IEEE ENG MED, P1045
[2]  
[Anonymous], 1969, IEEE T ACOUST SPEECH, VAU17, P225
[3]  
Assmann PF., 2004, SPEECH PROCESSING AU, P231, DOI [10.1007/0-387-21575-1_5, DOI 10.1007/0-387-21575-1_5]
[4]   Robust speech dereverberation using multichannel blind deconvolution with spectral subtraction [J].
Furuya, Ken'ichi ;
Kataoka, Akitoshi .
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2007, 15 (05) :1579-1591
[5]  
Gillespie BW, 2001, INT CONF ACOUST SPEE, P3701, DOI 10.1109/ICASSP.2001.940646
[6]   New Insights Into the MVDR Beamformer in Room Acoustics [J].
Habets, E. A. P. ;
Benesty, J. ;
Cohen, I. ;
Gannot, S. ;
Dmochowski, J. .
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2010, 18 (01) :158-170
[7]   Tackling the Combined Effects of Reverberation and Masking Noise Using Ideal Channel Selection [J].
Hazrati, Oldooz ;
Loizou, Philipos C. .
JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH, 2012, 55 (02) :500-510
[8]   An algorithm that improves speech intelligibility in noise for normal-hearing listeners [J].
Kim, Gibak ;
Lu, Yang ;
Hu, Yi ;
Loizou, Philipos C. .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2009, 126 (03) :1486-1494
[9]   A channel-selection criterion for suppressing reverberation in cochlear implants [J].
Kokkinakis, Kostas ;
Hazrati, Oldooz ;
Loizou, Philipos C. .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2011, 129 (05) :3221-3232
[10]  
Lebart K, 2001, ACUSTICA, V87, P359