The analysis of existing signal preconditioning algorithms for speech recognition / Rostuntsev S.D., Aksyonov K.A. // CriMiCo 2013 - 2013 23rd International Crimean Conference Microwave and Telecommunication Technology, Conference Proceedings. - 2013. - V. , l. . - P. 444-445.

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Type:
Conference Paper
Abstract:
In this work are described main algorithms steps of signal preconditioning for speech recognition systems. Existing methods are discussed in the paper such as: statistical data collection of speech signals for system learning; input data filtering; frontiers detection of a message information part; and spectral transformation of a speech signal with normalization of frequency specter. © 2013 CriMiCo'2013 Organising Committee, CrSTC.
Author keywords:
Index keywords:
Input datas; Spectral transformations; Speech recognition systems; Speech signals; Statistical data collection; System learning; Algorithms; Speech recognition; Information filtering
DOI:
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https://www.scopus.com/inward/record.uri?eid=2-s2.0-84891114625&partnerID=40&md5=c361781f597e43e8d7606f9a1d8324b0
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Art. No. 6652897
Link https://www.scopus.com/inward/record.uri?eid=2-s2.0-84891114625&partnerID=40&md5=c361781f597e43e8d7606f9a1d8324b0
Affiliations Ural Federal University Named after the First President of Russia B.N. Yeltsin, 19, Mira Str., Yekaterinburg, 620002, Russian Federation
References Jelinek, F., The development of an experimental discrete dictation recognizer (1985) Proceedings of the IEEE, 73 (11), pp. 1616-1624; Vincjuk, T.K., Analysis, recognition and interpretation speechsignals (1987) Kiev, Nauk, Dumka, p. 264; Holodenko, A.B., Use of lexical and syntactic analyzers in the purposes of recognition for natural languages (1999) Intellektualnye Sistemy, 4 (1-2), pp. 34-38; Rostuncev, S.D., Automative system of collection of statistical information for neural networks (2011) Vserossijskaja Studencheskaja Nauchnotehnicheskaja Internet-konferencija "Informacionnye Tehnologii i Jelektronika, pp. 87-90
Correspondence Address Ural Federal University Named after the First President of Russia B.N. Yeltsin, 19, Mira Str., Yekaterinburg, 620002, Russian Federation
Sponsors Sevastopol National Technical University;Belarus State University of Informatics and Radioelectronics;NTUU KPI, Institute of Telecommunication Systems;Moscow Aviation Institute - National Research University
Conference name 2013 23rd International Crimean Conference Microwave and Telecommunication Technology, CriMiCo 2013
Conference date 8 September 2013 through 14 September 2013
Conference location Sevastopol, Crimea
Conference code 101581
ISBN 9789663354019
Language of Original Document Russian
Abbreviated Source Title CriMiCo - Int. Crime. Conf. Microw. Telecommun. Technol., Conf. Proc.
Source Scopus