March 2010
Intermediate to advanced
150 pages
7h 13m
English
book
Introduction to Pattern Recognition: A Matlab Approach
by Sergios Theodoridis, Aggelos Pikrakis, Konstantinos Koutroumbas, Dionisis Cavouras
Content preview from Introduction to Pattern Recognition: A Matlab Approach
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5.4 Dynamic Time Warping in Speech Recognit ion 143
Inspection of Figure 5.4(a) reveals that time stretching occurs at the beginning and end of the
path and is due to the existence of zeros at the endpoints. This is a common situation; that is, the
unknown pattern contains “garbage” near the endpoints. As a remedy, we can resort to a variation
of the standard matching scheme, where it is possible to omit a number of symbols at the endpoints
of the unknown pattern; it suffices to specify the maximum number of symbols to omit. This
type of enhancement to the standard matching mechanism can be easily embedded in the dynamic
programming methodology.
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