mirage

Speaker recognition using adaptively boosted decision tree classifier

DSpace/Manakin Repository

 

Search DR-NTU


Advanced Search Subject Search

Browse

My Account

Speaker recognition using adaptively boosted decision tree classifier

Show simple item record

dc.contributor.author Foo, Say Wei
dc.contributor.author Lim, Eng Guan
dc.date.accessioned 2009-05-25T03:17:31Z
dc.date.available 2009-05-25T03:17:31Z
dc.date.copyright 2002
dc.date.issued 2009-05-25T03:17:31Z
dc.identifier.citation Foo, S. W., & Lim, E. G. (2002). Speaker recognition using adaptively boosted decision tree classifier. IEEE International Conference on Acoustics, Speech and Signal Processing 2002. (pp. 157-160).
dc.identifier.uri http://hdl.handle.net/10220/4615
dc.description.abstract 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.
dc.format.extent 4 p.
dc.language.iso en
dc.rights IEEE International Conference on Acoustics, Speech and Signal Processing. Journal can be found at http://ieeexplore.ieee.org/xpl/RecentCon.jsp?punumber=7874
dc.title Speaker recognition using adaptively boosted decision tree classifier
dc.type Conference Paper
dc.contributor.conference IEEE International Conference on Acoustics, Speech and Signal Processing (2002 : Orlando, Florida, US)
dc.description.version Published version

Files in this item

Files Size Format View Description
C57-3404-ICASSP2002-LEG.pdf 89.96Kb PDF View/Open Accepted version

This item appears in the following Collection(s)

Show simple item record

Statistics

Total views

All Items Views
Speaker recognition using adaptively boosted decision tree classifier 558

Total downloads

All Bitstreams Views
C57-3404-ICASSP2002-LEG.pdf 252

Top country downloads

Country Code Views
United States of America 109
China 43
Singapore 41
Russian Federation 11
France 5

Top city downloads

city Views
Mountain View 88
Singapore 40
Beijing 33
Redwood City 5
Calcutta 4

Downloads / month

  2014-09 2014-10 2014-11 total
C57-3404-ICASSP2002-LEG.pdf 0 0 8 8