Oov rejection algorithm based on class-fusion support vector machine for speech recognition

Proceedings of 2004 International Conference on Machine Learning and Cybernetics

Volumn 6, Issue , 2004, Pages 3695-3699

  Cai, Tie ^a   Zhu, Jie ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Class fusion support vector machine; Distribution display method; OOV rejection; Speech recogniton

Indexed keywords

ALGORITHMS; NEURAL NETWORKS; PARAMETER ESTIMATION; RISK MANAGEMENT; STANDARDS; VECTORS;

AMPLITUDE QUANTIZATION; DISTRIBUTION DISPLAY METHOD; SPEECH FEATURES; SUPPORT VECTOR MACHINES (SVM);

SPEECH RECOGNITION;

EID: 6344221871     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. V. Vapnick, "The Nature of Statistical Learning Theory", Springer-Verlag, New York, 1995.
2. C. C. Broun, W. M. Campbell, "Robust Out-of-Vocabulary Rejection for Low-Complexity Speaker In dependent Speech Recognition", Proceeding of IC ASSP2000 Conference, Vol 3, pp. 1811-1814, June2000.
3. J. Caminero, C. de la Torre, "On-Line Garbage Modeling with Discriminant Analysis for Utterance Verification", Proceeding of ICSLP1996 Conference, Vol 4, pp. 2111-2114, Oct.1996.
4. Changxue Ma, Mark A. Randolph and Joe Drish, "A Support Vector Machines-based Rejection Technique for Speech Recognition", Proceeding of ICASSP2001 Conference, Vol 1, pp. 381-384, May 2001.
5. Y. Benayed, D. Fohr and J. P. Haton, "Confidence Measures for Keyword Spotting Using Support Vector Machines", Proceeding of ICASSP2003 Conference, Vol 1, pp. 588-591, April 2003.
6. X. Zhang, "Using Class-center vectors to Build Support Vector Machines", Neural Networks for Signal Processing IX, Proceeding of the 1999 IEEE signal processing society workshop, Inc. pp. 3-11, Aug. 1999.