19 Nov
1999
Sphinx
Speech Group, CMU-SCS (rkm@cs.cmu.edu)
Cross-Word Triphone Modeling
·Sphinx
uses “triphone” or “phoneme-in-context” HMMs
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·
·
·
·
·
·
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·Cross-word
transitions use appropriate exit-model, and inject left-context into entry state
AH
ONE
W
N
Context- dependent AH
HMM
Separate N
HMM instances for each possible right context
Multiplexed W HMM; inherited left context propagated along with path-scores, and
dynamically
modifies the state model (Replication is too expensive)