Using pitch frequency information in speech recognition

EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology

Volumn , Issue , 2003, Pages 2525-2528

  Magimai Doss, Mathew ^a,b   Stephenson, Todd A ^a,b   Bourlard, Hervé ^a,b  

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

^b EPFL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

SPEECH COMMUNICATION; VOCABULARY CONTROL;

AUTOMATIC SPEECH RECOGNITION SYSTEM; ISOLATED WORD RECOGNITION; PITCH FREQUENCIES; SPECTRAL FEATURE; STATE OF THE ART; WORD RECOGNITION;

CONTINUOUS SPEECH RECOGNITION;

EID: 85009167985     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. K. Fujinaga, M. Nakai, H. Shimodaira, and S. Sagayama, "Multiple-regression hidden Markov model," in ICASSP, 2001, pp. 513-516.
2. T. A. Stephenson, J. Escofet, M. Magimai-Doss, and H. Bourlard, "Dynamic Bayesian network based speech recognition with pitch and energy as auxiliary variables," in NNSP, 2002.
3. H. Hermansky, "Perceptual linear predictive(PLP) analysis of speech," J. Acoust. Soc. Amer., vol. 87, no. 4, pp. 1738-1752, 1991.
4. H. Bourlard and N.Morgan, Connectionist Speech Recognition-A Hybrid Approach, Kluwer Academic Publishers, 1994.
5. Yochai Konig, Nelson Morgan, and Claudia Chandra, "GDNN: A gender-dependent neural network for continuous speech recognition," Technical Report TR-91-071, ICSI, Berkeley, Berkeley, Califronia, USA, December 1991.
6. S. L. Lauritzen and F. Jensen, "Stable local computations with conditional Gaussian distributions," Statistics and Computing, vol. 11, no. 2, pp. 191-203, April 2001.
7. P. C. Bagshaw, S. M. Hiller, and M. A. Jack, "Enhanced pitch tracking and the processing of F0 contours for computer aided intonation teaching," in Eurospeech, 1993, pp. 1003-1006.
8. Mathew Magimai.-Doss, Todd A. Stephenson, and Hervé Bourlard, "Modelling auxiliary information (pitch frequency) in hybrid HMM/ANN based ASR systems," IDIAP-RR 62, IDIAP, 2002.
9. J. F. Pitrelli, C. Fong, S. H. Wong, J. R. Spitz, and H. C. Leung, "PhoneBook: A phonetically-rich isolated-word telephone-speech database," in ICASSP, 1995, pp. 1767-1770.
10. R. A. Cole, M. Fanty, and T. Lander, "Telephone speech corpus at CSLU," in ICLSP, 1994.
11. S. Dupont, H. Bourlard, O. Deroo, V. Fontaine, and J.-M. Boite, "Hybrid HMM/ANN systems for training independent tasks: Experiments on 'PhoneBook' and related improvements," in ICASSP, 1767-1770, 1997, pp. 524-528.
12. N. Mirghafori and N. Morgan, "Combining connectionist multi-band and full-band probability streams for speech recognition of natural numbers," in ICLSP, 1998, pp. 743-746.
13. J. D. Markel, "The SIFT algorithm for fundamental frequency estimation," IEEE Trans. Audio and Electroacoustics, vol. 20, pp. 367-377, 1972.
14. F. Plante, G. F. Meyer, and W. A. Ainsworth, "A pitch extraction reference database," in Eurospeech, 1995, pp. 837-840.
15. Y. LeCun, L. Bottou, G. B. Orr, and K.-R Müller, "Effiecient BackProp," in Neural Networks: Tricks of the Trade, Genevieve N. Orr and Klaus-Robert Müller, Eds., chapter 1, pp. 9-50. Springer-Verlag, 1998.