About: Classification of Audio Sources Using Neural Network Applicable in Security or Military Industry

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this paper, classification of audio sources is presented to supplement current work on existing system for localization of audio sources. The question of achieving the audio classification lies in the convenient discrimination of the feature vector in the feature vector space. Characteristics based on frequency analysis were chosen and used as feature vector. Artificial neural network was applied in order to classify different audio classes especially from security and military areas, such as different shots and explosions. The information about specific type of a sound can trigger localization process of given audio source. Moreover, it can improve situation when guards get ready for the alert state. This classification method is currently developed as an additional part of the system for audio source hyperbolic localization; the paper also gives some basic structure of that system. Its utilization can be found for additional securing of larger objects like squares or military basis, for instance. In this paper, classification of audio sources is presented to supplement current work on existing system for localization of audio sources. The question of achieving the audio classification lies in the convenient discrimination of the feature vector in the feature vector space. Characteristics based on frequency analysis were chosen and used as feature vector. Artificial neural network was applied in order to classify different audio classes especially from security and military areas, such as different shots and explosions. The information about specific type of a sound can trigger localization process of given audio source. Moreover, it can improve situation when guards get ready for the alert state. This classification method is currently developed as an additional part of the system for audio source hyperbolic localization; the paper also gives some basic structure of that system. Its utilization can be found for additional securing of larger objects like squares or military basis, for instance. (en)
Title	Classification of Audio Sources Using Neural Network Applicable in Security or Military Industry Classification of Audio Sources Using Neural Network Applicable in Security or Military Industry (en)
skos:prefLabel	Classification of Audio Sources Using Neural Network Applicable in Security or Military Industry Classification of Audio Sources Using Neural Network Applicable in Security or Military Industry (en)
skos:notation	RIV/70883521:28140/10:63508954!RIV11-MSM-28140___
http://linked.open...avai/riv/aktivita	I Z
http://linked.open...avai/riv/aktivity	I, Z(MSM7088352102)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Dostálek, Petr Křesálek, Vojtěch Navrátil, Milan
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	250901
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/10:63508954
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	classification; audio; neural network; Fourier transform; spectrum; analysis (en)
http://linked.open.../riv/klicoveSlovo	Fourier transform analysis classification neural network audio spectrum
http://linked.open...ontrolniKodProRIV	[B9608365FE85]
http://linked.open...v/mistoKonaniAkce	San José, USA
http://linked.open...i/riv/mistoVydani	Piscataway
http://linked.open...i/riv/nazevZdroje	Proceedings 44th Annual 2010 IEEE International Carnahan Conference on Security Technology
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Navrátil, Milan Dostálek, Petr Křesálek, Vojtěch
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2010-01-01 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Modeling and Control of Processing Procedures of Natural and Synthetic Polymers
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE Operations Center
https://schema.org/isbn	978-1-4244-7400-4
http://localhost/t...ganizacniJednotka	28140
is http://linked.open...avai/riv/vysledek of	Classification of Audio Sources Using Neural Network Applicable in Security or Military Industry Classification of Audio Sources Using Neural Network Applicable in Security or Military Industry Classification of Audio Sources Using Neural Network Applicable in Security or Military Industry

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