IEICE Transactions on Information and Systems
Online ISSN : 1745-1361
Print ISSN : 0916-8532
Regular Section
Estimation of Phone Mismatch Penalty Matrices for Two-Stage Keyword Spotting
Chang Woo HANShin Jae KANGNam Soo KIM
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2010 年 E93.D 巻 8 号 p. 2331-2335

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In this letter, we propose a novel approach to estimate three different kinds of phone mismatch penalty matrices for two-stage keyword spotting. When the output of a phone recognizer is given, detection of a specific keyword is carried out through text matching with the phone sequences provided by the specified keyword using the proposed phone mismatch penalty matrices. The penalty matrices associated with substitution, insertion and deletion errors are estimated from the training data through deliberate error generation. The proposed approach has shown a significant improvement in a Korean continuous speech recognition task.
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© 2010 The Institute of Electronics, Information and Communication Engineers
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