A novel decision function and the associated decision-feedback learning for speech translation

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

Volumn , Issue , 2011, Pages 5608-5611

  Zhang, Yaodong ^a   Deng, Li ^b   He, Xiaodong ^b   Acero, Alex ^b  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

decision feedback; discriminative training; integrative design; speech translation

Indexed keywords

BASELINE SYSTEMS; BAYESIAN ANALYSIS; DECISION FEEDBACK; DECISION FUNCTIONS; DISCRIMINATIVE LEARNING; DISCRIMINATIVE TRAINING; END-TO-END DESIGN; FUNCTIONAL FORMS; INTEGRATIVE DESIGN; LANGUAGE MODEL; MACHINE TRANSLATIONS; MINIMUM CLASSIFICATION ERROR TRAINING; SPEECH TRANSLATION; SPEECH TRANSLATION SYSTEMS; SUB-SYSTEMS; TRAINING PROCESS;

COMPUTATIONAL LINGUISTICS; DESIGN; EMBEDDED SYSTEMS; SIGNAL PROCESSING; SPEECH COMMUNICATION; SPEECH TRANSMISSION;

SPEECH RECOGNITION;

EID: 80051607493     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947631     Document Type: Conference Paper

References (14)

1. A. Bozarov, Y. Sagisaka, R. Zhang and G. Kikui, "Improved speech recognition word lattice translation by confidence measure," in Proc. Interspeech, 2005, pp. 3197-3200.
2. X. He, L. Deng and C. Wu, "Discriminative learning in sequential pattern recognition - A unifying review for optimization-oriented speech recognition," IEEE Signal Processing Magazine, vol. 25, no. 5, pp. 14-36, 2008.
3. X. He, L. Deng and A. Acero, "Why is word error rate not a good metric for speech recognizer training for the speech translation task?", submitted to ICASSP 2011.
4. B.-H. Juang, W. Hou and C.-H. Lee, "Minimum classification error rate methods for speech recognition," IEEE Trans. SAP, vol. 5, no. 3, pp. 257 -265, 1997.
5. P. Koehn, F. J. Och and D. Marcu, "Statistical phrase-based translation," in Proc. NAACL, 2003, pp. 48-54.
6. E. Matusov, S. Kanthak and H. Ney, "Integrating speech recognition and machine translation: Where do we stand?" in Proc. ICASSP, 2006.
7. S. Matsoukas, I. Bulyko, B. Xiang, K. Nguyen, R. Schwartz and J. Makhoul, "Integrating speech recognition and machine translation," in Proc. ICASSP, 2007, pp. 1281-1284.
8. P. Liang, A. Bouchard-Cote, D. Klein and B. Taskar, "An end-to-end discriminative approach to machine translation," in Proc. COLINGACL, 2006.
9. K. Papineni, S. Roukos, T. Ward and W.-J. Zhu, "BLEU: A method for automatic evaluation of machine translation," in Proc. ACL, 2002.
10. H. Ney, "Speech translation: Coupling of recognition and translation," in Proc. ICASSP, 1999, pp. 1149-1152.
11. F. J. Och, "Minimum error rate training in statistical machine translation," in Proc. ACL, 2003, pp. 160-167.
12. S. Saleem, S. Jou, S. Vogel and T. Schultz, "Using word lattice information for a tighter coupling in speech translation systems," in Proc. ICSLP, 2004, pp. 41-44.
13. S. Yaman, L. Deng, D. Yu, Y.-Y. Wang and A. Acero, "An integrative and discriminative technique for spoken utterance classification," IEEE Trans. ASLP, vol. 16, no. 6, pp. 1207-1214, 2008.
14. The Moses toolkit, "http://www.statmt.org/moses/".