Audio-visual speaker identification using the CUAVE database
Dean, David B., Lucey, Patrick J., & Sridharan, Sridha (2005) Audio-visual speaker identification using the CUAVE database. In Vatikiotis-Bateson, Eric, Burnham, Denis, & Fels, Sidney (Eds.) Auditory-Visual Speech Processing 2005, July 24-27, British Columbia, Canada.
The freely available nature of the CUAVE database allows it to provide a valuable platform to form benchmarks and compare research. This paper shows that the CUAVE database can successfully be used to test speaker identifications systems, with performance comparable to existing systems implemented on other databases. Additionally, this research shows that the optimal configuration for decisionfusion of an audio-visual speaker identification system relies heavily on the video modality in all but clean speech conditions.
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|Item Type:||Conference Paper|
|Keywords:||audio, visual, speaker recognition|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Image Processing (080106)
Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Natural Language Processing (080107)
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Built Environment and Engineering|
|Copyright Owner:||Copyright 2005 (The authors)|
|Deposited On:||24 Oct 2006|
|Last Modified:||29 Feb 2012 13:12|
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