Viterbi
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The Viterbi Algorithm is an algorithm which takes a particular HMM, and from an output that has been observed, determines the most likely sequence of states which caused that output.
[edit] Use in Speech Recognition
This algorithm is highly used in determining state sequences of HMMs in the acoustic model and language model of a speech recognizer.