QUT Speaker Identity Verification system for EVALITA 2009
McLaren, Mitchell L., Vogt, Robert J., Baker, Brendan J., & Sridharan, Sridha (2010) QUT Speaker Identity Verification system for EVALITA 2009. In 10th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA), 2010, IEEE, Kuala Lumpur, Malaysia, pp. 49-52.
This document outlines the system submitted by the Speech and Audio Research Laboratory at the Queensland University of Technology (QUT) for the Speaker Identity Verification: Application task of EVALITA 2009. This competitive submission consisted of a score-level fusion of three component systems; a joint-factor analysis GMM system and two SVM systems using GLDS and GMM supervector kernels. Development evaluation and post-submission results are presented in this study, demonstrating the effectiveness of this fused system approach. This study highlights the challenges associated with system calibration from limited development data and that mismatch between training and testing conditions continues to be a major source of error in speaker verification technology.
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|Item Type:||Conference Paper|
|Keywords:||EVALITA 2009, QUT Speaker Identity Verification System, Queensland University of Technology, SVM Systems, Speaker Verification Technology, Speech and Audio Research Laboratory|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Pattern Recognition and Data Mining (080109)|
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Built Environment and Engineering|
|Copyright Owner:||Copyright 2010 IEEE|
|Deposited On:||17 Feb 2011 00:47|
|Last Modified:||29 Feb 2012 14:28|
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