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Cascading appearance-based features for visual speaker verification

Dean, David, Lucey, Patrick, & Sridharan, Sridha (2008) Cascading appearance-based features for visual speaker verification. In Fletcher, J, Loakes, D, Gocke, R, Burnham, D, & Wagner, M (Eds.) Proceedings of the 9th Annual Conference of the International Speech Communication Association (Interspeech 2008) incorporating the 12th Australasian International Conference on Speech Science and Technology (SST 2008), 22-26 September 2008, Australia, Queensland, Brisbane.

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Abstract

The cascading appearance-based (CAB) feature extraction technique has established itself as the state of the art in extracting dynamic visual speech features for speech recognition. In this paper, we will focus on investigating the effectiveness of this technique for the related speaker verification application. By investigating the speaker verification ability of each stage of the cascade we will demonstrate that the same steps taken to reduce static speaker and environmental information for the speech recognition application also provide similar improvements for speaker recognition. These results suggest that visual speaker recognition can improve considerable when conducted solely through a consideration of the dynamic speech information rather than the static appearance of the speaker's mouth region.

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ID Code: 30483
Item Type: Conference Paper
Keywords: Visual Speaker Recognition, Visual Speech Recognition, Cascading Appearance-Based Features
ISSN: 1990-9772
Subjects: Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > ELECTRICAL AND ELECTRONIC ENGINEERING (090600) > Microelectronics and Integrated Circuits (090604)
Divisions: Past > QUT Faculties & Divisions > Faculty of Built Environment and Engineering
Past > Institutes > Information Security Institute
Past > Schools > School of Engineering Systems
Copyright Owner: Copyright © 2008 ISCA.
Deposited On: 12 Feb 2010 22:37
Last Modified: 29 Feb 2012 23:46

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