| 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) |
| dc.description.version |
Published version |
