Speaker recognition using adaptively boosted decision tree classifier

• Main Authors: Foo, Say Wei, Lim, Eng Guan
• Other Authors: IEEE International Conference on Acoustics, Speech and Signal Processing (2002 : Orlando, Florida, US)
• Format: Conference or Workshop Item
• Language: English
• Published: 2009
• Online Access: https://hdl.handle.net/10356/79870; http://hdl.handle.net/10220/4615
• Institution: 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...