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State reduction in hidden Markov chains used for speech recognition

โœ Scribed by Kamp, Y.


Book ID
117906327
Publisher
IEEE
Year
1985
Weight
755 KB
Volume
33
Category
Article
ISSN
0096-3518

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State clustering in hidden Markov model-
โœ S.J. Young; P.C. Woodland ๐Ÿ“‚ Article ๐Ÿ“… 1994 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 535 KB

A key problem in the use of context-dependent hidden Markov models is the need to balance the desired model complexity with the amount of available training data. This paper describes a method which uses a simple agglomerative algorithm to cluster and tie acoustically similar states. The main proper