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speaker, room acoustics,

noise, microphone

Automatic Speech Recognition

word string

language model can include semantics

hypotheses

time align, pattern

match utterance

local matchprobabilityestimation

front endsignal processing andfeature extraction

noise

global decoder

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train MLPfor task

recognize developmental set

train MLPwith TIMIT

MLP weights recognizedevelopmental set

baselinescore

viterbialignment

labeled training

MLP weights

score

improved?Yes

No

Done

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Hidden

Data

leftcontext

rightcontext

binary binary

leftc.d. output c.d. output

right

c.i. output

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train MLPfor task

recognize developmental set

viterbialignment

Done

No

Yes

MLP weights

score

improved?

train MLPwith TIMIT

MLP weights recognizedevelopmental set

baselinescore

labeled traininggenerate multiple

pronunciation lexicon

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