IEEE - Institute of Electrical and Electronics Engineers, Inc. - Modeling speech parameter sequences with latent trajectory Hidden Markov model

2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP)

Author(s): Hirokazu Kameoka
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2015
Conference Location: Boston, MA, USA
Conference Date: 17 September 2015
Page(s): 1 - 6
ISBN (Electronic): 978-1-4673-7454-5
DOI: 10.1109/MLSP.2015.7324368
Regular:

This paper proposes a probabilistic generative model of a sequence of vectors called the latent trajectory hidden Markov model (HMM). While a conventional HMM isonly capable of describing... View More

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