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Speech Recognition and Understanding || Clustering of Gaussian densities in hidden Markov models

โœ Scribed by Laface, Pietro; De Mori, Renato


Book ID
120311583
Publisher
Springer Berlin Heidelberg
Year
1992
Tongue
German
Weight
624 KB
Category
Article
ISBN
3642766269

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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