Asymmetrical support vector machines and applications in speech processing

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

Volumn 1, Issue , 2002, Pages

  Ding, Peng ^a   Chen, Zhenbiao ^a   Liu, Yang ^a   Xu, Bo ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

LAGRANGE MULTIPLIERS; LEARNING ALGORITHMS; LEARNING SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; POLYNOMIALS; PROBABILITY DENSITY FUNCTION; PROBABILITY DISTRIBUTIONS; QUADRATIC PROGRAMMING; RADIAL BASIS FUNCTION NETWORKS; RISK ASSESSMENT; SPEECH RECOGNITION;

DECISION FUNCTION; EMPERICAL RISK MINIMIZATION; SPEAKER AUTHENTICATION SYSTEM; SPEAKER VERIFICATION; SPOKEN DIGIT RECOGNITION; STRUCTURAL RISK MINIMIZATION; SUPPORT VECTOR MACHINES; VERBAL INFORMATION VERIFICATION;

SPEECH PROCESSING;

EID: 0036293688     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icassp.2002.5743657     Document Type: Conference Paper

References (12)

1. On the use of support vector machines for phonetic classification
2. Using support vector machines for spoken digit recognition
3. A support vector machines-based rejection technique for speech recognition
4. Learning the decision function for speaker verification
5. Distinctive feature detection using support vector machines
6. Support vector machines for classification in nonstandard situations
7. A tutorial on support vector machines for pattern recognition
8. Fast trining support vector machines using sequential mininal optimization
9. An improved training algorithm for support vector machines
10. Improvements to Platt's SMO algorithm for SVM classier design
11. Update of progress of sinohear: Advanced Mandarin LVCSR system at NLPR
12. Using nonstandard SVM for combination of SV and VIV in speaker authentication system