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JOURNALS // Informatics and Automation // Archive

Tr. SPIIRAN, 2010 Issue 12, Pages 63–74 (Mi trspy64)

This article is cited in 3 papers

Experiments on Continuous Russian Speech Recognition with Usage of an Extra-Large Vocabulary

I. S. Kipyatkova, A. A. Karpov

St. Petersburg Institute for Informatics and Automation of RAS

Abstract: For extra-large vocabulary continuous speech recognition a language model that describes permissible phrases is needed. In the paper, the results of experiments on extra-large vocabulary (above $100$ K words) continuous speech recognition, with usage of $n$-gram models, are presented. A quantitative comparison of recognition accuracy of words, symbols, and phonemes depending on $n$-gram model, with $n$ value varying from $0$ till $3$, was made.

Keywords: continuous Russian speech recognition, extra-large vocabulary, language models.

UDC: 004.522

Received: 16.11.2010
Accepted: 06.12.2010



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