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Three
models
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language
bigram à P(word(i)|word(i-1))
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word
pronunciation HMM à P(phones|word)
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phone
HMM à P(signal|phone)
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To
compute P(words|signal), these need to be
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combined.
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One
big HMM – make language bigram into an
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HMM
and construct a large HMM by nesting each
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level
of abstraction
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