© 2000 Todd Neller.  A.I.M.A. text figures © 1995 Prentice Hall.  Used by permission.
Putting it Together
•Three models
–language bigram à P(word(i)|word(i-1))
–word pronunciation HMM à P(phones|word)
–phone HMM à P(signal|phone)
•To compute P(words|signal), these need to be combined.
•One big HMM – make language bigram into an HMM and construct a large HMM by nesting each level of abstraction