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Avtomatika i Telemekhanika, 2014, Issue 12, Pages 125–138 (Mi at14166)  

This article is cited in 15 scientific papers (total in 15 papers)

Intellectual Control Systems

An automatic multimodal speech recognition system with audio and video information

A. A. Karpovab

a St. Petersburg Institute of Informatics and Automation, Russian Academy of Sciences, St. Petersburg, Russia
b ITMO University, St. Petersburg, Russia
References:
Abstract: The mathematical model and software implementation of an automatic Russian speech recognition system that employs techniques of digital processing and analysis of audiovisual signals from a microphone and a video camera are presented. The description of probabilistic modeling of audiovisual speech based on coupled hidden Markov models, information fusion methods with weight coefficients for audio and video speech modalities, and parametric representation of signals is provided. Quantitative results in multimodal recognition of continuous Russian speech indicate high accuracy and reliability of the automatic system.
Presented by the member of Editorial Board: A. V. Bernshtein

Received: 28.03.2012
English version:
Automation and Remote Control, 2014, Volume 75, Issue 12, Pages 2190–2200
DOI: https://doi.org/10.1134/S000511791412008X
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: A. A. Karpov, “An automatic multimodal speech recognition system with audio and video information”, Avtomat. i Telemekh., 2014, no. 12, 125–138; Autom. Remote Control, 75:12 (2014), 2190–2200
Citation in format AMSBIB
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\by A.~A.~Karpov
\paper An automatic multimodal speech recognition system with audio and video information
\jour Avtomat. i Telemekh.
\yr 2014
\issue 12
\pages 125--138
\mathnet{http://mi.mathnet.ru/at14166}
\transl
\jour Autom. Remote Control
\yr 2014
\vol 75
\issue 12
\pages 2190--2200
\crossref{https://doi.org/10.1134/S000511791412008X}
\isi{https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=Publons&SrcAuth=Publons_CEL&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=000346402900008}
\scopus{https://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-84919360128}
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  • https://www.mathnet.ru/eng/at/y2014/i12/p125
  • This publication is cited in the following 15 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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