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BEST PATH CHANGE RATE FOR UNSUPERVISED LANGUAGE MODEL WEIGHT SELECTION
BEST PATH CHANGE RATE FOR UNSUPERVISED LANGUAGE MODEL WEIGHT SELECTION
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机译:非监督语言模型权重选择的最佳路径更改率
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摘要
A method for selecting an optimal language model weight (LMW) used to perform automatic speech recognition, including decoding test audio into a lattice using a language model; analyzing the lattice using a first LMW of a plurality of LMWs to determine a first plurality of best paths; analyzing the lattice using a second LMW of the plurality of LMWs to determine a second plurality of best paths; determining a first best path change rate (BCPR) corresponding to the first LMW based on a number of best path changes between the first plurality of best paths and the second plurality of best paths; and determining the first LMW to be the optimal LMW based on the first BCPR being a lowest BCPR from among a plurality of BCPRs corresponding to the plurality of LMWs.
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