Title :
A combined approach of array processing and independent component analysis for blind separation of acoustic signals
Author :
Asano, Futoshi ; Ikeda, Shiro ; Ogawa, Michiaki ; Asoh, Hideki ; Kitawaki, Nobuhiko
Author_Institution :
Electrotechnical Lab., Tokyo, Japan
Abstract :
Two array signal processing techniques are combined with independent component analysis to enhance the performance of blind separation of acoustic signals in a reflective environment such as rooms. The first technique is the subspace method which reduces the effect of room reflection. The second technique is a method of solving the permutation, in which the coherency of the mixing matrix in adjacent frequencies is utilized
Keywords :
acoustic signal processing; array signal processing; echo suppression; matrix algebra; statistical analysis; acoustic signals; adjacent frequencies; array signal processing; blind separation; coherency; independent component analysis; mixing matrix; performance; permutation solving; reflective environment; room reflection reduction; subspace method; Acoustic arrays; Acoustic noise; Acoustic reflection; Filters; Frequency; Independent component analysis; Microphones; Noise reduction; Signal processing; Source separation;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7803-7041-4
DOI :
10.1109/ICASSP.2001.940210