Speaker recognition using adaptively boosted decision tree classifier

• المؤلفون الرئيسيون: Foo, Say Wei, Lim, Eng Guan
• مؤلفون آخرون: IEEE International Conference on Acoustics, Speech and Signal Processing (2002 : Orlando, Florida, US)
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2009
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/79870; http://hdl.handle.net/10220/4615
• المؤسسة: Nanyang Technological University

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...