IEEE - Institute of Electrical and Electronics Engineers, Inc. - HMM based pyramid match kernel for classification of sequential patterns of speech using support vector machines

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): A. D. Dileep ; C. Chandra Sekhar
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 3,562 - 3,566
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6638321
Regular:

Classification of varying length sequences using support vector machine (SVM) requires a suitable kernel that measures the similarity between a pair of sequences. In this paper we propose a novel... View More

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