BLIND SIGNAL EXTRACTION BASED SPEECH ENHANCEMENT IN PRESENCE OF DIFFUSE BACKGROUND NOISE

被引:10
作者
Even, Jani [1 ]
Saruwatari, Hiroshi [1 ]
Shikano, Kiyohiro [1 ]
机构
[1] Nara Inst Sci & Technol, Grad Sch Informat Sci, Nara, Japan
来源
2009 IEEE/SP 15TH WORKSHOP ON STATISTICAL SIGNAL PROCESSING, VOLS 1 AND 2 | 2009年
关键词
Blind signal separation; microphone array; speech enhancement;
D O I
10.1109/SSP.2009.5278525
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 presents a new frequency domain blind signal extraction (FD-BSE) method for the extraction of a target speech in presence of diffuse background noise. This is a fast alternative to frequency domain blind signal separation (FD-BSS) for hands-free speech interface. Like the FD-BSS approach, the speech signal is enhanced by using a nonlinear filter to suppress the noise estimated by the blind method. Simulation results in a realistic environment show the effectiveness of the proposed method.
引用
收藏
页码:513 / 516
页数:4
相关论文
共 12 条
[1]   AN INFORMATION MAXIMIZATION APPROACH TO BLIND SEPARATION AND BLIND DECONVOLUTION [J].
BELL, AJ ;
SEJNOWSKI, TJ .
NEURAL COMPUTATION, 1995, 7 (06) :1129-1159
[2]   INDEPENDENT COMPONENT ANALYSIS, A NEW CONCEPT [J].
COMON, P .
SIGNAL PROCESSING, 1994, 36 (03) :287-314
[3]  
EVEN J, 2008, JOINT WORKSH HANDS F, P212
[4]   An Improved permutation solver for blind signal separation based front-ends in robot audition [J].
Even, Jani ;
Saruwatari, Hiroshi ;
Shikano, Kiyohiro .
2008 IEEE/RSJ INTERNATIONAL CONFERENCE ON ROBOTS AND INTELLIGENT SYSTEMS, VOLS 1-3, CONFERENCE PROCEEDINGS, 2008, :2172-2177
[5]  
Ito K., 1999, J ACOUST SOC JPN, V20, P196
[6]  
Murata Mika, 2001, Japanese Journal of Entomology New Series, V4, P1
[7]  
PEDERSEN MS, 2007, SUNEY CONVOLUTIVE BL
[8]   Blind source separation combining independent component analysis and beamforming [J].
Saruwatari, H ;
Kurita, S ;
Takeda, K ;
Itakura, F ;
Nishikawa, T ;
Shikano, K .
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2003, 2003 (11) :1135-1146
[9]   A robust and precise method for solving the permutation problem of frequency-domain blind source separation [J].
Sawada, H ;
Mukai, R ;
Araki, S ;
Makino, S .
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2004, 12 (05) :530-538
[10]  
Sawada H, 2003, IEICE T FUND ELECTR, VE86A, P590