Title :
A system for separating sound sources propagated in the same direction
Author :
Ono, Kazuho ; Ando, Akio
Abstract :
This paper describes a microphone system that separates a target sound from other noise arriving in a single direction when the target cannot, therefore, be separated by directivity control. Microphones are arranged in a line toward the sources to form sensitivity points at certain distances from the system. The points exclude nontargeted sound sources on the basis of weighting coefficients for microphone outputs determined by blind source separation. The separation problem is thereby simplified into the instantaneous separation by adjusting the time-delays for microphone outputs. The system uses a direct (i.e. non-iterative) algorithm for blind separation based on second-order statistics, assuming that all sources are non-stationary signals. Simulations show that the 2-microphone system separates a target sound with separability of more than 40 dB in the 2-source problem, and 25 dB in the 3-source problem.
Keywords :
array signal processing; audio signal processing; blind source separation; decorrelation; microphone arrays; statistical analysis; blind source separation; decorrelation; identical direction propagating sources; microphone arrays; microphone output weighting coefficients; nonstationary signal sources; second-order statistics; sensitivity points; sound source separation; Acoustic noise; Acoustic propagation; Acoustic signal processing; Blind source separation; Decorrelation; Higher order statistics; Iterative algorithms; Microphones; Microwave integrated circuits; Signal processing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415645