Browse > Article

Adaptation Mode Controller for Adaptive Microphone Array System  

Jung Yang-Won (연세대학교 전기전자공학과 미디어 통신 신호처리연구실)
Kang Hong-Goo (연세대학교 전기전자공학과 미디어 통신 신호처리연구실)
Lee Chungyong (연세대학교 전기전자공학과 미디어 통신 신호처리연구실)
Hwang Youngsoo (관동대학교 전자정보통신기술공학부)
Youn Dae Hee (관동대학교 전자정보통신기술공학부)
Abstract
In this paper, an adaptation mode controller for adaptive microphone array system is proposed for high-quality speech acquisition in real environments. To ensure proper adaptation of the adaptive array algorithm, the proposed adaptation mode controller uses not only temporal information, but also spatial information. The proposed adaptation mode controller is constructed with two processing stages: an initialization stage and a running stage. In the initialization stage, a sound source localization technique is adopted, and a signal correlation characteristic is used in the running stage. For the adaptive may algorithm, a generalized sidelobe canceller with an adaptive blocking matrix is used. The proposed adaptation mode controller can be used even when the adaptive blocking matrix is not adapted, and is much stable than the power ratio method. The proposed algorithm is evaluated in real environment, and simulation results show 13dB SINR improvement with the speaker sitting 2m distance from the may.
Keywords
Microphone Array; Adaptive Array Algorithm, Adaptation Mode Controller; Generalized Sidelobe Canceller; Speech Enhancement;
Citations & Related Records
연도 인용수 순위
  • Reference
1 J. Bitzer, K. U. Simmer, and K. D. Kammeyer, in Proc. the workshop on Robust Methods for Speech Recognition in Adverse Conditions, Tampere, Finland, pp. 171-174, 1999
2 M. Brandstein and D. Ward, Microphone Arrays, Springer, 2001
3 S.Y. Low, N. Grbic, S. Nordholm, 'Robust microphone array using subband adaptive beamformer and spectral subtraction,' in Proc. the 8th International Conference on Communication Systems, vol. 2, pp. 1020-1024, 2002
4 M. M, Sondhi, 'An adaptiveecho canceler,' Bell Syst. Tech. J., vol. 46, pp. 497-510, Mar. 1967   DOI
5 J. E. Greenberg and P. M. Zurek, 'Evaluation Hearing Aids,' JournaI of Acoustic Society of America, vol. 91, no. 3, pp. 1662-1676, Mar. 1992   DOI
6 M. Omologo, P. Svaizer, and M. Matassoni, 'Environmental conditions and acoustic transduction in hands-free speech recognition,' Speech Communication, vol. 25, pp. 75-95, 1998   DOI   ScienceOn
7 O. Hoshuyama, B. Begasse, A. Sugiyama, and A. Hirano, 'A real-time robust adaptive microphone array controlled by an SNRestimarte,' in Proc. IEEE International Conference on Acoustics, Speech, Signal Processing, pp. 3605-3678, 1998
8 S. Haykin, , Pientice Hall. 1991
9 L. R. Rabiner, B. H. Juang, Fundamentats of speech recognitions, Prentice Hall, 1993
10 C. H. Knapp and G. C. Carter, 'The generalized correlation method for estimaion of time delay,' IEEE Trans. on Acoustic, Speech, Signal Processing, vol. 24, no. 4, pp. 320-327, Aug. 1976   DOI
11 S. Gannot, D. Burshtein, and E. Weinstein, 'Signal Enhancement Using Beamfomimg and Nonstationarity with Applications to Speech,' IEEE Trans. on. Signal Processing, vol. 49, no. 8, pp. 1614-1626, Aug., 2001   DOI   ScienceOn
12 A. Hyvarinen and E. Oja, 'Independent Component Analysis: Algorithrms and Applications,' Neural Networks, 13(4-5), pp. 411-430, 2000   DOI   ScienceOn
13 조점군, 박선준, 이충용, 윤대희, '상호상관계수를 이용한 효율적인 동시통화 검출 알고리즘,' 한국통신학회논문지, 제26권, 제6B호 pp. 746-751, 2001년 6월
14 L. J. Griffiths and C. W. Jim, 'An alternative approach to linear constrained adaptive beamforming,' IEEE Trans. on Antenna Propagat., vol. AP-30, no. 1, pp. 27-34, Jan. 1982
15 O. Hoshuyama, A. Sugiyama, and A. Hirano, 'A robust adaptive beamformer for microphone arrays with a blocking matrix using constrained adaptive filters,' IEEE Trans. on Signal Processing, vol. 47, no. 10, pp. 2677-2684, Oct. 1999   DOI   ScienceOn