메뉴 건너뛰기




Volumn 48, Issue 11, 2006, Pages 1515-1527

On-line Gaussian mixture modeling in the log-power domain for signal-to-noise ratio estimation and speech enhancement

Author keywords

Cumulative distribution function equalization; Gaussian mixture modeling; Log normal distributions; Segmental SNR; Speech enhancement

Indexed keywords

ESTIMATION; FUNCTION EVALUATION; MATHEMATICAL MODELS; SPEECH ANALYSIS; SPEECH RECOGNITION; STATISTICAL METHODS;

EID: 33750380834     PISSN: 01676393     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.specom.2006.06.009     Document Type: Article
Times cited : (13)

References (21)
  • 2
    • 0019009880 scopus 로고
    • Speech enhancement using a soft-decision noise suppression filter
    • Aulay Mc., and Malpass M. Speech enhancement using a soft-decision noise suppression filter. IEEE Trans. ASSP 28 2 (1980) 137-145
    • (1980) IEEE Trans. ASSP , vol.28 , Issue.2 , pp. 137-145
    • Aulay, Mc.1    Malpass, M.2
  • 3
    • 0036754453 scopus 로고    scopus 로고
    • Speech enhancement using a mixture-maximum model
    • Burshtein D., and Gannot S. Speech enhancement using a mixture-maximum model. IEEE Trans. ASSP 10 6 (2002) 341-351
    • (2002) IEEE Trans. ASSP , vol.10 , Issue.6 , pp. 341-351
    • Burshtein, D.1    Gannot, S.2
  • 4
    • 33646772001 scopus 로고    scopus 로고
    • Noise spectrum estimation in adverse environments
    • Cohen I. Noise spectrum estimation in adverse environments. IEEE Trans. ASSP 20 (2002)
    • (2002) IEEE Trans. ASSP , vol.20
    • Cohen, I.1
  • 5
    • 33750299059 scopus 로고    scopus 로고
    • Dasgusta, S., 1995. Learning Gaussian mixtures. In: Proceedings of IEEE ICASSP.
  • 6
    • 0002629270 scopus 로고
    • Maximum-likelihood from incomplete data via the EM algorithm
    • Dempster A., Laird N., and Rubin D. Maximum-likelihood from incomplete data via the EM algorithm. J. Roy. Stat. Soc. Ser. B 39 (1977)
    • (1977) J. Roy. Stat. Soc. Ser. B , vol.39
    • Dempster, A.1    Laird, N.2    Rubin, D.3
  • 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 ASSP-32 (1984) 1109-1121
    • (1984) IEEE Trans. ASSP , vol.ASSP-32 , pp. 1109-1121
    • Ephraim, Y.1    Malah, D.2
  • 8
    • 33750335158 scopus 로고    scopus 로고
    • ETSI standard document, 2000. ETSI ES201 108 v1.1.2, 2000-04.
  • 10
    • 33750302998 scopus 로고    scopus 로고
    • Hirsch, H., Ehrlicher, C., 1999. Noise estimation techniques for robust speech recognition. In: Proceedings of IEEE RMSRAC.
  • 11
    • 33750284261 scopus 로고    scopus 로고
    • Hirsch, H., Pearce, D., 2000. The AURORA experimental framework for the performance evaluation of speech recognition systems under noisy conditions. In: Proceedings of ISCA ITRW ASR.
  • 12
    • 0032644224 scopus 로고    scopus 로고
    • JNAS: Japanese speech corpus for large vocabulary continuous speech recognition research
    • Itou K. JNAS: Japanese speech corpus for large vocabulary continuous speech recognition research. J. Acoust. Soc. Jpn. (E) 20 3 (1999) 199-206
    • (1999) J. Acoust. Soc. Jpn. (E) , vol.20 , Issue.3 , pp. 199-206
    • Itou, K.1
  • 13
    • 33750347344 scopus 로고    scopus 로고
    • Korthauer, A., 1999. Robust estimation of the SNR of noisy speech for the quality evaluation of speech databases. In: Proceedings of IEEE RMSRAC.
  • 14
    • 0035396555 scopus 로고    scopus 로고
    • Noise power spectral estimation based on optimal smoothing and minimum statistics
    • Martin R. Noise power spectral estimation based on optimal smoothing and minimum statistics. IEEE Trans. ASSP 9 5 (2001) 504-512
    • (2001) IEEE Trans. ASSP , vol.9 , Issue.5 , pp. 504-512
    • Martin, R.1
  • 15
    • 33646799204 scopus 로고    scopus 로고
    • Nakamura, S., 2003. Data collection and evaluation of AURORA-2 Japanese corpus. In: Proceedings of IEEE ASRU 2003, pp. 619-632.
  • 16
    • 33750319282 scopus 로고    scopus 로고
    • NIST Speech Quality Assurance (SPQA) Package. Available from: .
  • 17
    • 0029209272 scopus 로고
    • Robust text-independent speaker identification using gaussian mixture speaker models
    • Reynolds D., and Rose R. Robust text-independent speaker identification using gaussian mixture speaker models. IEEE Trans. ASSP 3 1 (1995) 72-83
    • (1995) IEEE Trans. ASSP , vol.3 , Issue.1 , pp. 72-83
    • Reynolds, D.1    Rose, R.2
  • 18
    • 0033693215 scopus 로고    scopus 로고
    • Stahl, V., Fischer, A., Bippus, R., 2000. Quantile based noise estimation for spectral subtraction and wiener filtering. In: Proceedings of ICSLP.
  • 19
    • 33750285017 scopus 로고    scopus 로고
    • The HTK Book, 1995. Version 2.2, Entropic.
  • 20
    • 0006923547 scopus 로고
    • Noise adaptation in a hidden Markov model speech recognition system
    • Van Compernolle D. Noise adaptation in a hidden Markov model speech recognition system. Comput. Speech Language 13 1 (1989) 151-167
    • (1989) Comput. Speech Language , vol.13 , Issue.1 , pp. 151-167
    • Van Compernolle, D.1
  • 21
    • 0030374913 scopus 로고    scopus 로고
    • Zolfaghari, P., Robinson, T., 1996. Formant analysis using mixtures of Gaussian. In: Proceedings of IEEE ICSLP.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.