IEEE - Institute of Electrical and Electronics Engineers, Inc. - A New Gaussian Mixture Model Optimization Method

2010 International Conference on Electrical and Control Engineering (ICECE 2010)

Author(s): Lin Lin ; Chen Jian ; Sun Xiaoying
Sponsor(s): IEEE
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2010
Conference Location: Wuhan, China
Conference Date: 25 June 2010
Page(s): 137 - 140
ISBN (CD): 978-0-7695-4031-3
ISBN (Electronic): 978-1-4244-6881-2
ISBN (Paper): 978-1-4244-6880-5
DOI: 10.1109/iCECE.2010.42
Regular:

The traditional training methods of Gaussian mixture model (GMM) are sensitive to the initial parameters, and when the training data is limited, it has weak generalization. To resolve theses... View More

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