IEEE - Institute of Electrical and Electronics Engineers, Inc. - Speaker identification using Hidden Conditional Random Field-based speaker models

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Wei-Tyng Hong
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Qingdao, China, China
Conference Date: 11 July 2010
Volume: 6
Page(s): 2,811 - 2,816
ISBN (CD): 978-1-4244-6525-5
ISBN (Electronic): 978-1-4244-6527-9
ISBN (Paper): 978-1-4244-6526-2
DOI: 10.1109/ICMLC.2010.5580793
Regular:

In this paper we make a study of applying Hidden Conditional Random Fields (HCRF) to establish speaker models. A novel training algorithm combining the discriminative training criterion with HCRF... View More

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