메뉴 건너뛰기




Volumn 48, Issue 11, 2006, Pages 1545-1555

Inter-frame modeling of DFT trajectories of speech and noise for speech enhancement using Kalman filters

Author keywords

AR modeling of DFT; DFT distributions; Kalman filter; Speech enhancement

Indexed keywords

CORRELATION METHODS; KALMAN FILTERING; MATHEMATICAL MODELS; PROBABILITY DENSITY FUNCTION; REGRESSION ANALYSIS; SPEECH ANALYSIS;

EID: 33750357063     PISSN: 01676393     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.specom.2006.03.003     Document Type: Article
Times cited : (11)

References (25)
  • 2
    • 33646756580 scopus 로고    scopus 로고
    • Chen, B., Loizou, P., 2005. Speech enhancement using a MMSE short time spectral amplitude estimator with Laplacian speech modeling. In: Proc. IEEE Internat. Conf. Acoust. Speech Signal Process., ICASSP 05, Philadelphia, 18-23 March 2005, pp. 1097-1100.
  • 3
    • 0041360463 scopus 로고    scopus 로고
    • Noise spectrum estimation in adverse environments: Improved minima controlled recursive averaging
    • Cohen I. Noise spectrum estimation in adverse environments: Improved minima controlled recursive averaging. IEEE Trans. Speech Audio Process. 11 5 (2003) 466-475
    • (2003) IEEE Trans. Speech Audio Process. , vol.11 , Issue.5 , pp. 466-475
    • Cohen, I.1
  • 4
    • 4544379392 scopus 로고    scopus 로고
    • Cohen, I., 2004. On the decision-directed estimation approach of Ephraim and Malah. In: Proc. 29th IEEE Internat. Conf. Acoust. Speech Signal Process., ICASSP 04, Montreal, Canada, 17-21 May 2004, pp. I-293-296.
  • 5
    • 4444301747 scopus 로고    scopus 로고
    • Speech enhancement using a noncausal a priori SNR estimator
    • Cohen I. Speech enhancement using a noncausal a priori SNR estimator. IEEE Signal Process. Lett. 11 9 (2004) 725-728
    • (2004) IEEE Signal Process. Lett. , vol.11 , Issue.9 , pp. 725-728
    • Cohen, I.1
  • 6
    • 27644563039 scopus 로고    scopus 로고
    • Relaxed statistical model for speech enhancement and a priori SNR estimation
    • Cohen I. Relaxed statistical model for speech enhancement and a priori SNR estimation. Speech Audio Process., IEEE Trans. Part 2 13 5 (2005) 870-881
    • (2005) Speech Audio Process., IEEE Trans. Part 2 , vol.13 , Issue.5 , pp. 870-881
    • Cohen, I.1
  • 7
    • 0021645331 scopus 로고
    • Speech enhancement using a minimum mean-square error short-time spectral amplitude estimator
    • Ephraim Y., and Malah D. Speech enhancement using a minimum mean-square error short-time spectral amplitude estimator. IEEE Trans. ASSP Acoust. Speech Signal Process. 32 6 (1984) 1109-1121
    • (1984) IEEE Trans. ASSP Acoust. Speech Signal Process. , vol.32 , Issue.6 , pp. 1109-1121
    • Ephraim, Y.1    Malah, D.2
  • 8
    • 0021892216 scopus 로고
    • Speech enhancement using a minimum mean square error log-spectral amplitude estimator
    • Ephraim Y., and Malah D. Speech enhancement using a minimum mean square error log-spectral amplitude estimator. IEEE Trans. Acoust. Speech Signal Process. ASSP-33 Apr. (1985) 443-445
    • (1985) IEEE Trans. Acoust. Speech Signal Process. , vol.ASSP-33 , Issue.Apr , pp. 443-445
    • Ephraim, Y.1    Malah, D.2
  • 9
    • 0032123744 scopus 로고    scopus 로고
    • Iterative and sequential Kalman filter-based speech enhancement algorithms
    • Gannot S., Burshtein D., and Weinstein E. Iterative and sequential Kalman filter-based speech enhancement algorithms. IEEE Trans. Speech Audio Proc. 6 4 (1998) 373-385
    • (1998) IEEE Trans. Speech Audio Proc. , vol.6 , Issue.4 , pp. 373-385
    • Gannot, S.1    Burshtein, D.2    Weinstein, E.3
  • 10
    • 0026205299 scopus 로고
    • Filtering of colored noise for speech enhancement and coding
    • [see also Acoust. Speech Signal Process., IEEE Trans.]
    • Gibson J.D., Koo B., and Gray S.D. Filtering of colored noise for speech enhancement and coding. Signal Process., IEEE Trans. 39 8 (1991) 1732-1742 [see also Acoust. Speech Signal Process., IEEE Trans.]
    • (1991) Signal Process., IEEE Trans. , vol.39 , Issue.8 , pp. 1732-1742
    • Gibson, J.D.1    Koo, B.2    Gray, S.D.3
  • 11
    • 33750313519 scopus 로고    scopus 로고
    • Hansen, J., Pellom, B., 1998. An effective quality evaluation protocol for speech enhancement algorithms. In: Proc. ICSLP 1998, Sydney.
  • 12
    • 18844427325 scopus 로고    scopus 로고
    • Kara, F., Islam, T., Palaz, H., 2004. Voice activity detection based on minimum statistics. In: Signal Process. Comm. Appl. Conf. Proc. 12th IEEE, 28-30 April 2004, pp. 556-559.
  • 14
    • 34547508482 scopus 로고    scopus 로고
    • Laroche, J., Stylianou, Y., Moulines, E., 1993. HNM: a simple, efficient harmonic plus noise model for speech. In: IEEE ASSP Workshop App. Sig. Proc. Audio Acoust., Mohonk, USA, October 1993.
  • 16
    • 33745000281 scopus 로고    scopus 로고
    • Speech enhancement using a masking threshold constrained Kalman filter and its heuristic implementations
    • [see also Speech Audio Process., IEEE Trans.]
    • Ma N., Bouchard M., and Goubran R.A. Speech enhancement using a masking threshold constrained Kalman filter and its heuristic implementations. Audio, Speech Language Process., IEEE Trans. 14 1 (2006) 19-32 [see also Speech Audio Process., IEEE Trans.]
    • (2006) Audio, Speech Language Process., IEEE Trans. , vol.14 , Issue.1 , pp. 19-32
    • Ma, N.1    Bouchard, M.2    Goubran, R.A.3
  • 17
    • 0035396555 scopus 로고    scopus 로고
    • Noise power spectral density estimation based on optimal smoothing and minimum statistics
    • Martin R. Noise power spectral density estimation based on optimal smoothing and minimum statistics. Speech Audio Process., IEEE Trans. 9 5 (2001) 504-512
    • (2001) Speech Audio Process., IEEE Trans. , vol.9 , Issue.5 , pp. 504-512
    • Martin, R.1
  • 18
    • 33750288481 scopus 로고    scopus 로고
    • Martin, R., 2002. Speech enhancement using MMSE short time spectral estimation with gamma distributed speech priors. In: IEEE ICASSP'02, Orlando, Florida, May 2002.
  • 19
    • 33750354948 scopus 로고    scopus 로고
    • Martin, R., Breithaupt, C., 2003. Speech enhancement in the DFT domain using Laplacian speech priors. In: Proc. Internat. Workshop Acoust. Echo Noise Control (IWAENC), pp. 87-90.
  • 20
    • 27644556974 scopus 로고    scopus 로고
    • Speech enhancement based on minimum mean-square error estimation and supergaussian priors
    • Martin R. Speech enhancement based on minimum mean-square error estimation and supergaussian priors. Speech Audio Process., IEEE Trans. Part 2 13 5 (2005) 845-856
    • (2005) Speech Audio Process., IEEE Trans. Part 2 , vol.13 , Issue.5 , pp. 845-856
    • Martin, R.1
  • 21
    • 0023206946 scopus 로고    scopus 로고
    • Paliwal, K.K., Basu, A., 1987. A speech enhancement method based on Kalman filtering. In: Proc. Internat. Conf. Acoust., Speech, Signal Process., pp. 177-180.
  • 22
    • 0029726517 scopus 로고    scopus 로고
    • Scalart, P., Vieira-Filho, J., 1996. Speech enhancement based on a priori signal to noise estimation. In: Proc. ICASSP, Atlanta, Georgia, USA, pp. 629-632.
  • 23
    • 0032123832 scopus 로고    scopus 로고
    • A parametric formulation of the generalized spectral subtraction method
    • Sim B., Tong Y., Chang J., and Tan C. A parametric formulation of the generalized spectral subtraction method. IEEE Trans. Speech Audio Process. 6 4 (1998) 328-337
    • (1998) IEEE Trans. Speech Audio Process. , vol.6 , Issue.4 , pp. 328-337
    • Sim, B.1    Tong, Y.2    Chang, J.3    Tan, C.4
  • 24
  • 25
    • 0035556258 scopus 로고    scopus 로고
    • Wolfe, P.J., Godsill, S.J., 2001. Simple alternatives to the Ephraim and Malah suppression rule for speech enhancement. In: Proc. 11th IEEE Workshop Statist Signal Process., pp. 496-499.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.