Gaussian mixture language models for speech recognition

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2007, Pages

  Afify, Mohamed ^a   Siohan, Olivier ^a   Sarikaya, Ruhi ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

Continuous space; Gaussian mixture model; Language model; N gram

Indexed keywords

CONTINUOUS SPACE; GAUSSIAN MIXTURE LANGUAGE MODEL; GAUSSIAN MIXTURE MODEL; N-GRAM;

AUDIO ACOUSTICS; GAUSSIAN DISTRIBUTION; PROBABILITY; SPEECH RECOGNITION; VOCABULARY CONTROL;

COMPUTER PROGRAMMING LANGUAGES;

EID: 34547534695     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.367155     Document Type: Conference Paper

References (9)

1. F. Jelinek, Statistical Methods for Speech Recognition, MIT Press, January 1998.
2. Y. Bengio, R. Ducharme, P. Vincent, and C. Jauvin, "A Neural Probabilistic Language Model," Journal of Machine Learning Research, vol. 3, pp. 1137-1155, 2003.
3. C.J. Legetter and P.C. Woodland, "Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models," Computer Speech & Language, vol. 9, pp. 171-185, 1995.
4. J. Bellegarda, "Large Vocabulary Speech Recognition with Multispan Language Models," in IEEE Transactions on Speech and Audio Processing, vol. 8, No. 1, pp. 76-84, January 2000.
5. H. Schwenk, and J.L. Gauvain, "Using Continuous Space Language Models for Conversational Telephony Speech Recognition," in IEEE Workshop on Spontaneous Speech Processing and Recognition, Tokyo, Japan, April 2003.
6. R. Duda, P. Hart, and D. Stork, Pattern Classification (Second Edition). Wiley-Interscience, October 2000.
7. G. Golub, and C. F. Van Loan, Matrix Computations, Johns Hopkins University Press, June 1996.
8. Y. Gao, B. Zhou, L. Gu, R. Sarikaya, H.-K. Kuo. A.-V.I. Rosti, M. Afify, W. Zhu, "IBM MASTOR: Multilingual automatic speech-to-speech translator," Proc. ICASSP'06, Tolouse, France, 2006.
9. A. Stolcke, "SRILM - an extensible language modeling toolkit," Proc. ICSLP'02, Denver, Colorado, Sept., 2002.