Decoding with shrinkage-based language models

Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010

Volumn , Issue , 2010, Pages 1033-1036

  Emami, Ahmad ^a   Chen, Stanley ^a   Ittycheriah, Abraham ^a   Soltau, Hagen ^a   Zhao, Bing ^a  

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

Author keywords

Exponential models; Language modeling; Machine translation; Speech recognition

Indexed keywords

COMPUTATIONAL LINGUISTICS; COMPUTER AIDED LANGUAGE TRANSLATION; DECODING; MODELING LANGUAGES; SHRINKAGE; SPEECH; SPEECH COMMUNICATION; SPEECH TRANSMISSION; MACHINE TRANSLATION;

CLASS-BASED LANGUAGE MODEL; EXPONENTIAL MODELS; LANGUAGE MODEL; LARGE-SCALE DYNAMICS; MACHINE TRANSLATIONS; STATE OF THE ART; WALL STREET JOURNAL; WORD ERROR RATE; CLASS-BASED; EXPONENTIALS; N-GRAM MODELING; N-GRAM MODELS; PERFORMANCE;

SPEECH RECOGNITION;

EID: 79959842820     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. S. Chen, "Shrinking exponential language models," in Proceedings of Human Language Technologies, Boulder, Colorado, June 2009, pp. 468-476.
2. -, "Performance prediction for exponential language models," in Proceedings of Human Language Technologies, Boulder, Colorado, June 2009, pp. 450-458.
3. S. Chen, L. Mangu, B. Ramabhadran, R. Sarikaya, and A. Sethy, "Scaling shrinkage-based language models," in IEEE ASRU Workshop, Merano, Italy, Dec. 2009.
4. J. Kazama and J. Tsujii, "Evaluation and extension of maximum entropy models with inequality constraints," Proceedings of the EMNLP, pp. 137-144, 2003.
5. P. F. Brown, V. J. D. Pietra, P. V. de Souza, J. C. Lai, and R. L. Mercer, "Class based n-gram models of natural language," Computational Linguistics, vol. 18, no. 4, pp. 467-479, 1992.
6. A. Ittycheriah and S. Roukos, "Direct translation model 2," in Human Language Technologies: The Conference of the NAACL, Rochester, New York, April 2007, pp. 57-64.
7. B. Zhao and Y. Al-Onaizan, "Generalizing local and non-local word-reordering patterns for syntax-based machine translation," in Proceedings of EMNLP, Honolulu, Hawaii, October 2008, pp. 572-581.
8. D. Chiang, "Hierarchical phrase-based translation," Computational Linguistics, vol. 33, no. 2, pp. 201-228, 2007.
9. H. Soltau, G. Saon, B. Kingsbury, H. Kuo, L. Mangu, D. Povey, and A. Emami, "Advances in Arabic Speech Transcription at IBM under the DARPA GALE Program," IEEE Transactions on Speech and Audio Processing, 2009.
10. H. Soltau and G. Saon, "Dynamic network decoding revisited," in Proc. ASRU, 2009.