Title :
Blind speech separation by integrating three pairs of Phase Differences of equilateral triangular microphone array
Author :
Yoshida, Masashi ; Ning, Ding ; Hamada, Nozomu
Author_Institution :
Signal Process. Lab., Keio Univ., Yokohama, Japan
Abstract :
Blind source separation (BSS) is an approach to extract source signals using observed their mixtures. It is applicable in realizing speech-based human-machine interface systems, such as hands-free phones and robot audition system. This paper proposes the Time-Frequency (T-F) masking method for unilateral triangular microphone array. It is based on the condition of three pairs of Phase Difference versus Frequency (PD-F) distributions in frame-by-frame manner. By integrating these PD-F data, we can estimate more reliable T-F cell feature and will obtain better separation result. The constraints on delays between three pairs of triangular microphone array are applied to the PD-F distributions. Some experiments are performed to verify our method. Section 5 is the conclusion.
Keywords :
blind source separation; man-machine systems; microphone arrays; speech processing; time-frequency analysis; blind source separation; equilateral triangular microphone array; frequency distributions; human-machine interface; phase difference; source signals extraction; speech separation; time-frequency masking method;
Conference_Titel :
Intelligent Signal Processing and Communication Systems (ISPACS), 2010 International Symposium on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-7369-4
DOI :
10.1109/ISPACS.2010.5704649