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Title:
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Speaker recognition using adaptively boosted decision tree classifier.
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Author:
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Foo, Say Wei.; Lim, Eng Guan.
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Copyright year:
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2002 |
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Abstract:
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In this paper, a novel approach for speaker
recognition is proposed. The approach makes use of adaptive boosting (AdaBoost) and C4.5 decision trees for closed set, text-dependent speaker recognition. A subset
of 20 speakers, 10 male and 10 female, drawn from the YOHO speaker verification corpus is used to assess the performance of the system. Results reveal that an accuracy of 99.5% of speaker identification may be
achieved. |
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Type:
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Conference Paper |
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Conference name:
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IEEE International Conference on Acoustics, Speech and Signal Processing (2002) |
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Rights:
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IEEE International Conference on Acoustics, Speech and Signal Processing. Journal can be found at http://ieeexplore.ieee.org/xpl/RecentCon.jsp?punumber=7874 |
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Version:
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Published version |
