Adaptive discrimination in an HMM-based neural predictive system for on-line word recognition

Proceedings - International Conference on Pattern Recognition

Volumn 4, Issue , 1996, Pages 515-519

  Garcia Salicetti, S ^a,b   Dorizzi, B ^a   Gallinari, P ^b   Wimmer, Z ^a  

^a INSTITUT NATIONAL DES TÉLÉCOMMUNICATIONS   (France)

^b SORBONNE UNIVERSITÉ   (France)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS; NEURAL NETWORKS; PATTERN RECOGNITION; STEREOPHONIC BROADCASTING;

CHARACTER LEVEL; DISCRIMINATIVE TRAINING; MAXIMUM MUTUAL INFORMATION; PARAMETER VECTORS; PREDICTIVE SYSTEMS; SUCCESSIVE PARTS; TRAINING PROCEDURES; WORD RECOGNITION;

VOCABULARY CONTROL;

EID: 84892730368     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.1996.547618     Document Type: Conference Paper

References (9)

1. S. Garcia-Salicetti, P. Galliiari, B. Dorizzi, A. Mellouk, D. Fanchon, "A Neural Predictive Approach For On-Line Cursive Script Recognition", Proceedings of Icassp 95, 1995, Pp. 3463- 3466.
2. S. Garcia-Salicetti, B. Dorizzi, P. Gallinari, A. Mellouk, D. Fanchon, "A Hidden Markov Model extension of a neural predictive system for on-line character recognition", Proceedings of ICDAR 95, 1995, pp. 50-53.
3. S. Garcia-Salicetti, P. Gallinari, B. Doriui, Z. Wimmer, S. Gentric, "From Characters To Words: Dynamical Segmentation And Predictive Neural Networks", Proceedings Of Icassp 96. 1996, To Appear.
4. B.H. Juang, L.R. Rabiner. "The Segmental K-Means algorithm for estimating parameters of Hidden Markov Models", IEEE Transactions on Acoustics. Speech, and Signal Processing, Vol. 38, N. 9, 1990, pp. 1639-1641.
5. S. Manke, M. Finke, A. Waibel: '"Pen++: A writerindependent, large vocabulary on-line handwriting recognition system", Proceedings of ICDAR 95, 1995, pp. 403-408.
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7. A. Mellouk, P. Gallinari, "Global Discrimination for Neural Predictive Systems based on N-best algorithm'', Proceedings of ICASSP 95, 1995, pp. 465-468.
8. L.R. Rabiner, B-H. Juang, "Fundamentals of speech recognition", Prentice Hall Signal Processing Series, 1993.
9. L.R. Rabiner, B-H. Juang, "Hidden Markov Models for speech recognition, strengths and limitations", In: P. Laface and R. De Mori, Eds., NATO ASI Series, Vol. F75, "Speech Recognition and Undestanding. Recenf Advances", Springer- Verlag Berlin Heidelberg, 1992.