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Graphical model architectures for speech recognition

โœ Scribed by Bilmes, J.A.; Bartels, C.


Book ID
119812641
Publisher
IEEE
Year
2005
Tongue
English
Weight
744 KB
Volume
22
Category
Article
ISSN
1053-5888

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Buried Markov models: a graphical-modeli
โœ Jeff A. Bilmes ๐Ÿ“‚ Article ๐Ÿ“… 2003 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 278 KB

In this work, buried Markov models (BMM) are introduced. In a BMM, a Markov chain state at time t determines the conditional independence patterns that exist between random variables lying within a local time window surrounding t. This model is motivated by and can be fully described by ''graphical