Title :
Multiple ICA-based real-time blind source extraction applied to handy size microphone
Author :
Hiekata, T. ; Morita, T. ; Ikeda, Y. ; Hashimoto, H. ; Zhang, R. ; Takahashi, Y. ; Saruwatari, H. ; Shikano, K.
Author_Institution :
Kobe Steel, Ltd., Kobe
Abstract :
A new blind source extraction method in widespread noise conditions is proposed, which is based on multiple frequency-domain independent component analysis (FDICA) combining projection back and spectral subtraction. In addition, We implement the proposed method to digital signal processor (DSP) for a more realistic real-time operation, and develop a new blind source extraction (BSE) microphone which can extract a target sound in real-time. In this paper, we illustrate and evaluate the proposed method and BSE microphone. And experimental results reveal that the extraction performance of the proposed method are superior to that of conventional methods, and we show the efficacy of microphone.
Keywords :
acoustic devices; blind source separation; digital signal processing chips; feature extraction; independent component analysis; microphones; acoustic signal processing; blind source extraction microphone; digital signal processor; multiple frequency-domain independent component analysis; real-time blind source extraction; Acoustic noise; Acoustic signal processing; Digital signal processing; Digital signal processors; Frequency; Hardware; Independent component analysis; Microphones; Real time systems; Source separation; Acoustic devices; Acoustic signal processing; Digital signal processors; Microphones; Real time systems;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4959535