Title :
Improving the performance of a small microphone array at low frequencies using critical band and LPC codebooks
Author :
Cao, Yuchang ; Sridharan, Sridha
Author_Institution :
Sch. of Electron. & Sci. Eng., Queensland Univ. of Technol., Brisbane, Qld., Australia
Abstract :
This paper presents a novel method for improving the low frequency performance of a microphone array by use of a twin codebook consisting of critical band energy and LPC distribution of speech. A modified Wiener filter created using these codebooks eliminates residual noise at low frequencies, which may result from the limitation of the array size or the beamforming algorithm. The preliminary simulation tests have shown that the proposed system is effective, and may provide good performance for those microphone array systems which are installed on a computer in an office, or in a moving vehicle
Keywords :
Wiener filters; acoustic transducer arrays; interference suppression; linear predictive coding; microphones; speech coding; LPC codebook; array size; beamforming algorithm; critical band codebook; low frequency performance; modified Wiener filter; residual noise; small microphone array; twin codebook; Array signal processing; Computational modeling; Computer simulation; Frequency; Linear predictive coding; Low-frequency noise; Microphone arrays; Speech; System testing; Wiener filter;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.859139