Improving a connectionist based syntactical language model

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

Volumn , Issue , 2003, Pages 413-416

  Emami, Ahmad ^a  

^a Johns Hopkins University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; SPEECH RECOGNITION; SYNTACTICS;

CONNECTIONIST MODELS; DATA SPARSENESS PROBLEM; LANGUAGE MODEL; LOG-LIKELIHOOD FUNCTIONS; STRUCTURED LANGUAGE; TRAINING DATA; WALL STREET JOURNAL; WORD ERROR RATE;

SPEECH COMMUNICATION;

EID: 33645497482     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Ciprian Chelba and Frederick Jelinek, "Structured language modeling," Computer Speech and Language, vol. 14, no. 4, pp. 283-332, October 2000.
2. Ahmad Emami, Peng Xu, and Frederick Jelinek, "Using a connectionist model in a syntactical based language model," in Proc. ICASSP, 2003.
3. Y. Bengio, R. Ducharme, and P. Vincent, "A neural probabilistic language model," in Advances in Neural Information Processing Systems, 2001.
4. J. S. Bridle, "Probabilistic interpretation of feedforward classification network outputs, with relationships to statistical pattern recognition," in Neuro-computing: Algorithms, Architectures and Applicatations, F. Fougelman-Soulie and J. Herault, Eds., October 1989, pp. 227-236.
5. Simon Haykin, Neural Networks, A Comprehensive Foundation, Prentice-Hall, Inc., Upper Saddle River, NJ, USA, 1999.
6. Ciprian Chelba and Peng Xu, "Richer syntactic dependencies for structured language modeling," in Proceedings of the Automatic Speech Recognition and Understanding Workshop, Madonna di Campiglio, Trento-Italy, December 2001.