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Volumn 21, Issue 3, 2007, Pages 543-561

Formant tracking linear prediction model using HMMs and Kalman filters for noisy speech processing

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DECODING; HIDDEN MARKOV MODELS; KALMAN FILTERS; NOISE ABATEMENT; SPEECH RECOGNITION; VITERBI ALGORITHM;

EID: 33847659290     PISSN: 08852308     EISSN: 10958363     Source Type: Journal    
DOI: 10.1016/j.csl.2006.11.001     Document Type: Article
Times cited : (22)

References (38)
  • 1
    • 33847687779 scopus 로고    scopus 로고
    • Araki, S., Makino, S., Sawada, H., Mukai, R., 2005. Reducing Musical Noise by a Fine-shift Overlap-add Method Applied to Source Separation Using a Time-frequency Mask, vol. 3. ICASSP, pp. 21-24.
  • 2
    • 0018455310 scopus 로고
    • Suppression of acoustic noise in speech using spectral subtraction
    • Boll S.F. Suppression of acoustic noise in speech using spectral subtraction. IEEE Trans. Acoust. Speech Signal Process. ASSP-27 (1979) 113-120
    • (1979) IEEE Trans. Acoust. Speech Signal Process. , vol.ASSP-27 , pp. 113-120
    • Boll, S.F.1
  • 3
    • 4544315994 scopus 로고    scopus 로고
    • Chen, B., Loizou, P.C., 2004. Formant Frequency Estimation in Noise. In: Proceedings of ICASSP, vol. 1, pp. 581-584.
  • 4
    • 0033709048 scopus 로고    scopus 로고
    • Chen, A., Vaseghi, S., McCourt, P., 2000. State based sub-band LP Wiener Filters for speech enhancement in car environments. In: Proceedings of ICASSP, vol. I, pp. 213-216.
  • 5
    • 33646763209 scopus 로고    scopus 로고
    • Darch, J., Milner, B., Shao, X., Vaseghi, S., Yan, Q., 2005. Predicting formant frequencies from MFCC vectors. In: Proceedings of ICASSP, pp. 2405-2408.
  • 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 (1985) 443-445
    • (1985) IEEE Trans. Acoust. Speech Signal Process. , vol.ASSP-33 , pp. 443-445
    • Ephraim, Y.1    Malah, D.2
  • 11
    • 84948598244 scopus 로고
    • Statistical-model based speech enhancement systems
    • Ephraim Y. Statistical-model based speech enhancement systems. Proc. IEEE 80 10 (1992) 1526-1554
    • (1992) Proc. IEEE , vol.80 , Issue.10 , pp. 1526-1554
    • Ephraim, Y.1
  • 12
  • 13
    • 0026205299 scopus 로고
    • Filtering of colored noise for speech enhancement and coding
    • Gibson J., and Koo B. Filtering of colored noise for speech enhancement and coding. IEEE Trans. Signal Process. 39 8 (1991) 1732-1742
    • (1991) IEEE Trans. Signal Process. , vol.39 , Issue.8 , pp. 1732-1742
    • Gibson, J.1    Koo, B.2
  • 14
    • 0023263715 scopus 로고    scopus 로고
    • Hansen, J.H.L., Clements, M.A., 1987. Iterative speech enhancement with spectral constraints. In: Proceedings of ICASSP, pp. 189-192.
  • 15
    • 0028516405 scopus 로고
    • Morphological constrained enhancement with adaptive cepstral compensation (MCE-ACC) for speech recognition in noise and lombard effect
    • Hansen J.H.L. Morphological constrained enhancement with adaptive cepstral compensation (MCE-ACC) for speech recognition in noise and lombard effect. IEEE Trans. Speech Audio Process. 2 (1994) 598-614
    • (1994) IEEE Trans. Speech Audio Process. , vol.2 , pp. 598-614
    • Hansen, J.H.L.1
  • 16
    • 0141740106 scopus 로고    scopus 로고
    • Ho, C.H., Rentzos, D., Vaseghi, S., 2002. Formant model estimation and transformation for voice morphing. In: Proceedings of ICSLP, pp. 2149-2152.
  • 17
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman R. A new approach to linear filtering and prediction problems. Trans. ASME, J. Basing Eng. 82 (1960) 34-35
    • (1960) Trans. ASME, J. Basing Eng. , vol.82 , pp. 34-35
    • Kalman, R.1
  • 18
    • 33847623043 scopus 로고    scopus 로고
    • Kim, C., Sung, W., 2001. Vowel Pronunciation accuracy checking system based on phoneme segmentation and formants extraction. In: Proceedings of the International Conference Speech Processing. Daejeon, Korea, pp. 447-452.
  • 19
    • 4544367684 scopus 로고
    • Formant tracking using hidden Markov models and vector quantization
    • Kopec G. Formant tracking using hidden Markov models and vector quantization. IEEE Trans. ASSP-34 (1986)
    • (1986) IEEE Trans. , vol.ASSP-34
    • Kopec, G.1
  • 20
    • 27644433406 scopus 로고    scopus 로고
    • Formant tracking using context-dependent phonemic information
    • Part 2
    • Lee M., vanSanten J., Mobius B., and Olive J. Formant tracking using context-dependent phonemic information. IEEE Trans. Speech Audio Process. 13 5 (2005) 741-750 Part 2
    • (2005) IEEE Trans. Speech Audio Process. , vol.13 , Issue.5 , pp. 741-750
    • Lee, M.1    vanSanten, J.2    Mobius, B.3    Olive, J.4
  • 22
    • 0018642851 scopus 로고
    • Enhancement and bandwidth compression of noisy speech
    • Lim J.S., and Oppenheim A.V. Enhancement and bandwidth compression of noisy speech. Proc. IEEE 67 (1979) 1586-1604
    • (1979) Proc. IEEE , vol.67 , pp. 1586-1604
    • Lim, J.S.1    Oppenheim, A.V.2
  • 23
    • 0022219192 scopus 로고    scopus 로고
    • Mack, G.A., Jain, V.K., 1985. A compensated-Kalman speech parameter estimator. In: Proceedings of ICASSP, pp. 1129-1132.
  • 24
    • 0016495091 scopus 로고
    • Linear prediction: a tutorial review
    • Makhoul J. Linear prediction: a tutorial review. Proc. IEEE 63 (1975) 561-580
    • (1975) Proc. IEEE , vol.63 , pp. 561-580
    • Makhoul, J.1
  • 25
    • 0019009880 scopus 로고
    • Speech enhancement using a soft-decision noise suppression filter
    • McAulay R.J., and Malpass M.L. Speech enhancement using a soft-decision noise suppression filter. IEEE Trans. Acoust. Speech Signal Process. ASSP-28 (1980) 137-145
    • (1980) IEEE Trans. Acoust. Speech Signal Process. , vol.ASSP-28 , pp. 137-145
    • McAulay, R.J.1    Malpass, M.L.2
  • 26
    • 0016049328 scopus 로고
    • An algorithm for automatic formant extraction using linear prediction spectra
    • McCandles S.S. An algorithm for automatic formant extraction using linear prediction spectra. IEEE Trans. Acoust. Speech Signal Process. 22 (1974) 135-141
    • (1974) IEEE Trans. Acoust. Speech Signal Process. , vol.22 , pp. 135-141
    • McCandles, S.S.1
  • 27
    • 0023206946 scopus 로고    scopus 로고
    • Paliwal, K.K., Basu, A., 1987. A speech enhancement method based on Kalman filtering. In: Proceedings of ICASSP, pp. 177-180.
  • 28
    • 85009195247 scopus 로고    scopus 로고
    • Rentzos, D., Vaseghi, S., Yan, Q., Ho, C., Turajlic, E., 2003. Probability models of formant parameters for voice conversion. In: Proceedings of Eurospeech, pp. 2405-2408.
  • 29
    • 0022859239 scopus 로고    scopus 로고
    • Rigoll, G., 1986. A new algorithm for estimation of formant trajectories directly from the speech signal based on an extended Kalman-filter. In: Proceedings of ICASSP, pp. 1229-1232.
  • 30
    • 0032166087 scopus 로고    scopus 로고
    • HMM-based strategies for enhancement of speech signals embedded in non-stationary noise
    • Sameti H., Sheikhzadeh H., Deng L., and Brennan R.L. HMM-based strategies for enhancement of speech signals embedded in non-stationary noise. IEEE Trans. Speech Audio Process. 6 5 (1998) 445-455
    • (1998) IEEE Trans. Speech Audio Process. , vol.6 , Issue.5 , pp. 445-455
    • Sameti, H.1    Sheikhzadeh, H.2    Deng, L.3    Brennan, R.L.4
  • 32
    • 0014730929 scopus 로고
    • System for automatic formant analysis of voiced speech
    • Shafer R.W., and Rabiner L.R. System for automatic formant analysis of voiced speech. J. Acoust. Soc. Am. 47 2 (1970) 634-650
    • (1970) J. Acoust. Soc. Am. , vol.47 , Issue.2 , pp. 634-650
    • Shafer, R.W.1    Rabiner, L.R.2
  • 33
    • 84895059942 scopus 로고    scopus 로고
    • Turunen, J., Vlaj, D., 2001. A study of speech coding parameters in speech recognition. In: Proceedings of Eurospeech, pp. 2363-2366.
  • 35
    • 0030365534 scopus 로고    scopus 로고
    • Vergin, R., Farhat, A., O'Shaughnessy, D., 1996. Robust gender-dependent acoustic-phonetic modelling in continuous speech recognition based on a new automatic male/female classification. In: Proceedings of ISCLP, vol. 2, pp. 1081-1084.
  • 36
    • 0037841209 scopus 로고    scopus 로고
    • Weber, K., Bengio, S., Bourlard, H., 2001. HMM2-Extraction of formant structures and their use for robust ASR. In: Proceedings of Eurospeech, pp. 607-610.
  • 37
    • 33847645056 scopus 로고    scopus 로고
    • Yan, Q., Zavarehei, E., Vaseghi, S., Rentzos, D., 2004. A formant tracking LP model for speech processing in car/train noise. In: Proceedings of ICSLP, pp. 734-737.
  • 38
    • 4544278205 scopus 로고    scopus 로고
    • Zheng, Y., Hasegawa-Johnson, M., 2004. Formant tracking by mixture state particle filter. In: Proceedings of ICASSP, pp. 565-568.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.