Title :
Time-frequency masking for BSS problem using equilateral triangular microphone array
Author :
Takenouchi, Yosuke ; Hamada, Nozomu
Author_Institution :
Sch. of Integrated Design Eng., Keio Univ., Kanagawa, Japan
Abstract :
Recently, time-frequency masking algorithm has been interested as a method of BSS (blind source separation) of speech mixtures. It is based on the property of speech signals called W-disjoint orthogonality. This paper aims to realize the omnidirectional BSS system with small computational cost and to provide high separation performance even for closely located sound sources. The time-frequency masking is applied to equilateral triangular array where the three delay estimates from each microphone pairs are obtained. These data are integrated to separate speech signals. To prove the efficiency of the method, some experimental results in real environment are shown.
Keywords :
acoustic signal processing; blind source separation; microphone arrays; speech intelligibility; speech processing; time-frequency analysis; W-disjoint orthogonality; blind source separation; equilateral triangular microphone array; speech mixtures; speech signals; time-frequency masking; Blind source separation; Computational efficiency; Delay estimation; Independent component analysis; Microphone arrays; Signal processing; Signal processing algorithms; Source separation; Speech; Time frequency analysis;
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2005. ISPACS 2005. Proceedings of 2005 International Symposium on
Print_ISBN :
0-7803-9266-3
DOI :
10.1109/ISPACS.2005.1595377