Abstract
The content of a library of verbal command patterns exerts an essential influence on the characteristics of recognition. The paper considers the problem of optimizing a library of patterns for the nonparametric algorithms of recognizing verbal commands. Algorithms that permit one to obtain good solutions to this task in an acceptable amount of time are suggested.
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