Use of spectral autocorrelation in spectral envelope linear prediction for speech recognition

IEEE Transactions on Speech and Audio Processing

Volumn 7, Issue 5, 1999, Pages 533-541

  Kim, Hong Kook ^a,c   Lee Soo, Hwang ^a,b  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b AT AND T LABS RESEARCH   (United States)

^c SK Telecom   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; FEATURE EXTRACTION; FOURIER TRANSFORMS; MARKOV PROCESSES; MATHEMATICAL MODELS; PARAMETER ESTIMATION; SIGNAL FILTERING AND PREDICTION; SIGNAL TO NOISE RATIO; SPEECH ANALYSIS; SPEECH SYNTHESIS;

LINEAR PREDICTIVE (LP) ANALYSIS; SPECTRAL AUTOCORRELATION; SPECTRAL ENVELOPE CEPSTRAL COEFFICIENTS (SECC);

SPEECH RECOGNITION;

EID: 0032595187     PISSN: 10636676     EISSN: None     Source Type: Journal    
DOI: 10.1109/89.784105     Document Type: Article

References (19)

1. J. D. Markel and A. H. Gray, Jr., Linear Prediction of Speech. Berlin, Germany: Springer-Verlag, 1976.
2. Y. Tohkura and F. Itakura, "Spectral smoothing technique in PARCOR speech analysis-synthesis," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-26, pp. 587-596, Oct. 1978.
3. A. V. Oppenheim and R. W. Schafer, "Homomorphic analysis of speech," IEEE Trans. Audio Electroaconst., vol. AU-16, pp. 221-226, June 1968.
4. S. Davis and P. Mermelstein, "Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-28, pp. 357-366, Aug. 1980.
5. H. Hermansky, "Perceptually predictive (PLP) analysis of speech," J. Acoust. Soc. Amer., vol. 87, pp. 1738-1752, Apr. 1990.
6. H. Hermansky, H. Fujisaki, and Y. Sato, "Analysis and synthesis of speech based on speech transform linear predictive method," in Proc. ICASSP, Boston, MA, Apr. 1983, pp. 777-780:
7. D. B. Paul, "The spectral envelope estimation vocoder," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-29, pp. 786-794, Aug. 1981.
8. A. Erell and M. Weinstraub, "Pitch-aided spectral estimation for noiserobust speech recognition," in P roc. ICASSP, Toronto, Ont., Canada, May 1991, pp. 909-912.
9. M. Lahat, R. J. Niederjohn, and D. A. Krubsack, "A spectral autocorrelation method for measurement of the fundamental frequency of noisecorrupted speech," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-35, pp. 741-750, June 1987.
10. H. W. Strube, "Linear prediction on a warped frequency scale," J. Acoust. Soc. Amer., vol. 68, pp. 1071-1076, Oct. 1980.
11. A. V. Oppenheim and R. W. Schafer, Digital Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1975.
12. M. R. Schroeder and B. S. Atal, "Code-excited linear prediction (CELP): Hiah-quality speech at very low bit rates," in Proc. ICASSP, Tampa, FL, Mar. 1985, pp. 937-940.
13. B. A. Hanson and H. Wakita, "Spectral slope distance measures with linear prediction analysis for word recognition," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-35, pp. 968-973, July 1987.
14. D. Mansour and B. H. Juang, "The short-time modified coherence representation and noisy speech recognition," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 795-804, June 1989.
15. H. Sakoe and S. Chiba, "Dynamic programming algorithm optimization for spoken word recognition," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-26, pp. 43-49, Feb. 1978.
16. J. G. Wilpon and L. R. Rabiner, "A modified K-means clustering algorithm for use in isolated word recognition," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-33, pp. 587-594, June 1985.
17. K. K. Paliwal, "On the performance of the quefrency-weighted cepstral coefficients in vowel recognition," Speech Commun., vol. 1, pp. 151-154, May 1982.
18. J. C. Junqua and H. Wakita, "A comparative study of cepstral lifters and distance measures for all pole models of speech in noise," in Proc. ICASSP, Glasgow, U.K., May 1989, pp. 25-28.
19. B. H. Juang, L. R. Rabiner, and J. G. Wilpon, "On the use of bandpass liftering in speech recognition," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-35, pp. 947-954, July 1987.