A variable step-size for frequency-domain acoustic echo cancellation

被引:0
作者
Zhou, Yin [1 ]
Li, Xiaodong [1 ]
机构
[1] Chinese Acad Sci, Inst Acoust, Beijing 100080, Peoples R China
来源
2007 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS | 2007年
关键词
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The presence of near-end speech and ambient noise in acoustic echo cancellation makes it necessary for the adaptive filter to introduce a variable step-size to achieve high robustness and low residual error. In this paper, an optimal bin-wise block-varying step-size for the frequency-domain adaptive filter algorithm is derived and its connection to a magnitude-squared coherence (MSC) is revealed. A specific MSC estimation approach is proposed and methods to mitigate the estimation errors are discussed. Simulation results confirm that the estimated optimal step-size alone well controls the filter adaptation.
引用
收藏
页码:37 / 40
页数:4
相关论文
共 50 条
[31]   Adaptive lattice structure filters using variable step-size algorithm for echo cancellation [J].
Sukhumalwong, S. ;
Satayarak, N. ;
Benjangkaprasert, C. .
2007 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-6, 2007, :2462-2465
[32]   A Variable Step-size NLMS Algorithm Employing Partial Update Schemes for Echo Cancellation [J].
Xu Li ;
Ju Yongfeng .
PIAGENG 2010: PHOTONICS AND IMAGING FOR AGRICULTURAL ENGINEERING, 2010, 7752
[33]   Echo cancellation using the new variable step-size algorithm adaptive lattice filters [J].
Sukhumalwong, S. ;
Benjangkaprasert, C. ;
Anantrasirichai, N. ;
Janchitrapongvej, K. .
2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 2006, :795-+
[34]   A low complexity fast converging partial update adaptive algorithm employing variable step-size for acoustic echo cancellation [J].
Khong, Andy W. H. ;
Gan, Woon-Seng ;
Naylor, Patrick A. ;
Brookes, Mike .
2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, :237-+
[35]   Variable tap-length non-parametric variable step-size NLMS adaptive filtering algorithm for acoustic echo cancellation [J].
Pauline, S. Hannah ;
Samiappan, Dhanalakshmi ;
Kumar, R. ;
Anand, Ankita ;
Kar, Asutosh .
APPLIED ACOUSTICS, 2020, 159
[36]   On the Step-Size Bounds of Frequency-Domain Block LMS Adaptive Filters [J].
Lee, Junghsi ;
Huang, Hsu-Chang .
IEEE SIGNAL PROCESSING LETTERS, 2013, 20 (01) :23-26
[37]   FREQUENCY-DOMAIN MIMO ACOUSTIC ECHO CANCELLATION BASED ON A KRONECKER PRODUCT APPROXIMATION [J].
Halimeh, Mhd Modar ;
Kellermann, Walter .
2022 INTERNATIONAL WORKSHOP ON ACOUSTIC SIGNAL ENHANCEMENT (IWAENC 2022), 2022,
[38]   Stereo Acoustic Echo Cancellation Employing Frequency-Domain Preprocessing and Adaptive Filter [J].
Wu, Sheng ;
Qiu, Xiaojun ;
Wu, Ming .
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2011, 19 (03) :614-623
[39]   Iterated Partitioned block frequency-domain adaptive filtering for acoustic echo cancellation [J].
Eneman, K ;
Moonen, M .
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2003, 11 (02) :143-158
[40]   A soft-partitioned frequency-domain adaptive filter for acoustic echo cancellation [J].
Enzner, G ;
Vary, P .
2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL V, PROCEEDINGS: SENSOR ARRAY & MULTICHANNEL SIGNAL PROCESSING AUDIO AND ELECTROACOUSTICS MULTIMEDIA SIGNAL PROCESSING, 2003, :393-396