Comparison of linear prediction cepstrum coefficients and mel-frequency cepstrum coefficients for language identification

Proceedings of 2001 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2001

Volumn , Issue , 2001, Pages 95-98

  Wong, Eddie ^a   Sridharan, Sridha ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

CEPSTRUM; GAUSSIAN MIXTURE MODEL; LANGUAGE IDENTIFICATION; LANGUAGE IDENTIFICATION SYSTEM; LANGUAGE MODELLING; LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION; LINEAR PREDICTION; LINEAR PREDICTION ANALYSIS; MEL FREQUENCY CEPSTRUM COEFFICIENTS; MODELING LANGUAGES; TEMPORAL INFORMATION; TEST FILES; TEST SYSTEMS;

CONTINUOUS SPEECH RECOGNITION; NATURAL LANGUAGE PROCESSING SYSTEMS; SPEECH PROCESSING;

FORECASTING;

EID: 38049049336     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. J. L. Gauvain and C. H. Lee, "Maximum a posteriori estimation for multivariate gaussian mixture observations of markov chains," IEEE Transactions on Speech and Audio Processing, vol. 2, pp. 291-298, 1994.
2. T. J. Hazen and, V. W. Zue, "Automatic language identification using a segment-based approach," Eurospeech, vol. 2, pp. 1303-1306, 1993.
3. J. D. Markel and A. H. Gray, Linear prediction of speech, New York: Springer-Verlag, 1976.
4. S. Mendoza, L. Gillick, Y. Ito, S. Lowe and M. Newman, "Automatic language identification using large vocabulary continuous speech recognition," International Conference on Acoustics, Speech and Signal Processing, vol. 2, pp. 785-788, 1996.
5. Y. K. Muthusamy, R. A. Cole, and B. T. Oshika, "The OGI multi-language telephone speech corpus," International Conference on Spoken Language Processing, vol. 2, pp. 895-898, 1992.
6. NIST, Spoken natural Language Processing Group 2000, http://www.nist.gov/ speech/
7. D. A. Reynolds, "Comparison of background normalization methods for text-independent speaker verification," Eurospeech, vol. 2, pp. 963-966, 1997.
8. D. A. Reynolds and R. C. Rose, "Robust text-independent speaker identification using Gaussian mixture speaker models," IEEE Transactions on Speech and Audio Processing, vol. 3, pp. 72-83, 1995.
9. E. Wong, J. Pelecanos, S. Myers, and S. Sridharan, "Language identification using efficient Gaussian Mixture Model analysis," Australian International Conference on Speech Science & Technology, 2000.
10. S. Young, The HTK Book: for HTK Version 2.1, Cambridge, England: Cambridge University Press, 1997.
11. M. A. Zissman, "Automatic language identification using Gaussian mixture and hidden Markov models," International Conference on Acoustics, Speech and Signal Processing, vol. 2, pp. 399-402, 1993.
12. M. A. Zissman, "Comparison of four approaches to automatic language identification of telephone speech," IEEE Transactions on Speech and Audio Processing, vol. 4, pp. 31-44, 1996.