Recasting the discriminative n-gram model as a pseudo-conventional n-gram model for LVCSR

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

Volumn , Issue , 2008, Pages 4933-4936

  Zhou, Zhengyu ^a   Meng, Helen ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Discriminative n gram modeling; LVCSR

Indexed keywords

ACOUSTICS; COMPUTATIONAL LINGUISTICS; CONTINUOUS SPEECH RECOGNITION; DECODING; ERROR ANALYSIS; FEATURE EXTRACTION; SIGNAL PROCESSING; SPEECH;

DISCRIMINATIVE N-GRAM MODELING; LVCSR; N-GRAM MODELING;

COMPUTER AIDED LANGUAGE TRANSLATION;

EID: 51449084504     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4518764     Document Type: Conference Paper

References (10)

1. P. C. Woodland and D Povey, "Large Scale Discriminative Training for Speech Recognition," ASR-Speech Recognition: Challenges for the Millenium, pp. 7-16, Paris, 2000.
2. A. Ben-Yishai and D. Burshtein, "A Discriminative Training Algorithm for Hidden Markov Models," IEEE Transactions on Speech and Audio Processing, vol12(3), pp.204-217, 2004.
3. S. S. Lin and F. Yvon, "Discriminative training of finite-state decoding graphs," Proc. InterSpeech, 2005.
4. Z. Chen, K. F. Lee and M. J. Li, "Discriminative Training on Language Model," Proc. ICSLP, 2002.
5. H. K. J. Kuo, E. Fosler-Lussier, H. Jiang, C. H. Lee, "Discriminative Training of Language Models for Speech Recognition," Proc. ICASSP, 2002.
6. J. W. Kuo and B. Chen, "Minimum Word Error Based Discriminative Training of Language Models," Proc. Eurospeech, 2005.
7. B. Roark, M. Saraclar and M. Collins, "Corrective Language Modeling for Large Vocabulary ASR with the Perceptron Algorithm," Proc. ICASSP, 2004.
8. B. Roark, M. Saraclar and M. Collins, "Discriminative n-gram language modeling," Computer Speech and Language, 21(2):373-392, 2007.
9. Z. Zhou, J. Gao, F. K. Soong and H. Meng, "A Comparative Study of Discriminative Methods for Reranking LVCSR N-Best Hypotheses in Domain Adaptation and Generalization," Proc. ICASSP, 2006.
10. J. Gao, H. Yu, W. Yuan and P. Xu, "Minimum sample risk methods for language modeling," Proc. HLT/EMNLP, 2005.