Browse > Article
http://dx.doi.org/10.7776/ASK.2010.29.2.148

IMBE Model Based SNR Estimation of Continuous Speech Signals  

Park, Hyung-Woo (숭실대학교 정보통신공학학과)
Bae, Myung-Jin (숭실대학교 정보통신공학학과)
Abstract
In speech signal processing, speech signal corrupted by noise should be enhanced to improve quality. Usually noise estimation methods need flexibility for variable environment. Noise profile is renewed on silence region to avoid effects of speech properties. So we have to preprocess finding voice region before noise estimation. However, if received signal does not have silence region, we cannot apply that method. In this paper, we proposed SNR estimation method for continuous speech signal. A Speech signal consists of Voice and Unvoiced Band in The MBE excitation model. And the energy of speech signal is mostly distributed on voiced region, so we can estimate SNR by the ratio of voiced region energy to unvoiced. We use the IMBE vocoder for the Voice or Unvoice band of segmented speech signal. Continuously we calculate the segmented SNR using that information and the energy of each band. And we estimate the SNR of continuous speech signal.
Keywords
SNR Estimation; Continuous Speech; IMBE Model; Energy Compare;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 J. Sohn, N. S. Kim and W. Sung, "A statistical model - based voice activity detector," IEEE Signal Processing Lett., vol. 6, no. 1, pp. 1-3, Jan. 1999.   DOI   ScienceOn
2 이희원, 장경아, 배명진, "G.723.1 보코더에서 잡음환경에 강인한 음성활동구간 검출기에 관한 연구," 한국음향학회, 한국음향학회 지 21권, 2호, pp. 173-181, 2002.   과학기술학회마을
3 송영환, 박형우, 배명진, "연속음성신호의 SNR 추정기법에 관한 연구," 한국음향학회지 제28권 제4호, pp. 1-9, 2009.
4 배명진, 이상효, 디지탈 음성분석, 동영출판사, 1998.
5 김을제, 김형태, 한창문, 배명진, "MBE 부호화용 스펙트럼 V-UV 구간 검출에 관한 연구," 한국음향학회, 학술논문발표회 논문집 제11권, pp. 43-48, 1992.
6 I. Cohen, "Relaxed statistical model for speech enhancement and a priori SNR estimation," IEEE Trans. Speech Audio Processing, vol. 13, no. 5, pp. 870-881, 2005.   DOI
7 D. W. Griffin and J. S. Lim, "Multiband Excitation Vocoder," IEEE Transactions on Acoustics, Speech and Signal processing, vol. 36, no. 8, 1988.
8 IMBE VOCODER DESCRIPTION, Digital Voice System, 1993.
9 M. Kleinschmidt, J. Tchorz, and B. Kollmeier, "Combining speech enhancement and auditory feature extraction for robust speech recognition," Speech Communication, vol. 34, no. 1-2, pp. 75-91, 2001.   DOI   ScienceOn
10 A. J. Accardi and R. V. Cox, "A Modular Approach to Speech Enhancement with an Application to Speech Coding," IEEE ICASSP, vol. 1, no. 1, pp. 1245, 1999.