专题研究week3languagemodelanddecoding内容摘要:

Viterbi Decoding Decoding 11 WFST : Introduction (1/3)  FSA (or FSM)  Finite state automata / Finite state machine  An FSA “accepts” a set of strings  View FSA as a representation of a possibly infinite set of strings  Start state(s) bold。 final/accepting states have extra circle.  This example represents the infinite set {ab, aab, aaab , . . .} WFST : Introduction (2/3)  FSA with edges weighted  Like a normal FSA but with costs on the arcs and finalstates  Note: cost es after “/”, For final state, “2/1” means final cost 1 on state 2.  This example maps “ ab” to (3 = 1 + 1 + 1). WFST : Introduction (3/3)  WFST  Like a weighted FSA but with two tapes : input and output.  Ex. Input tape : “ac”  Output tape : “ xz” Cost = + + = WFST Composition  Notation: C = A。 B means, C is A posed with B。
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