Journal of Signal Processing
Online ISSN : 1880-1013
Print ISSN : 1342-6230
ISSN-L : 1342-6230
Selection and Rejection of Recognition Results Obtained with Multiple Recognizers of Various Recognition Units Using Support Vector Machine
Nobuhisa SuzukiTomoyuki TanakaMasafumi NishidaSeiichi Yamamoto
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2012 Volume 16 Issue 4 Pages 327-330

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Abstract
We propose a novel speech recognition method using multiple recognizers of various recognition units. Our method can improve the word recognition accuracy and reject incorrect recognition results when the correct recognition results are obtained. We use a Support Vector Machine (SVM) to select a single recognition result or reject recognition results from multiple recognition results. Experimental results show that the proposed method achieves higher word recognition accuracy and classification accuracy in comparison with a single recognizer and ROVER.
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© 2012 Research Institute of Signal Processing, Japan
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