IEEE - Institute of Electrical and Electronics Engineers, Inc. - SVM-Based Text-Independent Speaker Verification Using Derivative Kernel in the Reference GMM Space

2008 International Symposiums on Information Processing - ISIP 2008; 2008 International Pacific Workshop on Web Mining and Web-Based Application - WMWA 2008

Author(s): Minqiang Xu ; Beiqiang Dai ; Dongxing Xu ; Shiqing Yang ; Qingsong Liu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2008
Conference Location: Moscow, Russia
Conference Date: 23 May 2008
Page(s): 422 - 425
ISBN (Paper): 978-0-7695-3151-9
DOI: 10.1109/ISIP.2008.124
Regular:

This paper proposes a new SVM-based method for text-independent speaker verification using derivative kernel in the reference Gaussian mixture model (GMM) space. The model for speaker utilizes the... View More

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