About: Classification of Audio Sources Using Neural Network

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	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. 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. (en)
Title	Classification of Audio Sources Using Neural Network Classification of Audio Sources Using Neural Network (en)
skos:prefLabel	Classification of Audio Sources Using Neural Network Classification of Audio Sources Using Neural Network (en)
skos:notation	RIV/70883521:28140/10:63509129!RIV11-MPO-28140___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(FT-TA5/041), Z(MSM7088352102)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Dostálek, Petr Křesálek, Vojtěch Navrátil, Milan
http://linked.open.../riv/druhVysledku	R - Software
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...onomickeParametry	Při návrhu bylo primárním účelem dosažení minimálních výpočetních časů při klasifikaci.
http://linked.open...titaPredkladatele	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	250900
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/10:63509129
http://linked.open...terniIdentifikace	R/FAI/UEM/2010/AudKlasifikator
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Classification; Neural network; Frequency analysis (en)
http://linked.open.../riv/klicoveSlovo	Classification Neural network Frequency analysis
http://linked.open...ontrolniKodProRIV	[346308354579]
http://linked.open...okalizaceVysledku	http://web.fai.utb.cz/?id=0_2_3_5&iid=0&lang=cs&type=0
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	*The Audio Detection System for Determination of Location, Type and Activity of the Source of Acoustic Signal in Concealed Areas
http://linked.open...UplatneniVysledku	2010
http://linked.open...echnickeParametry	Software slouží ke klasifikaci neznámých zdrojů zvuků pomocí umělé neuronové sítě. Zaměření vojenské oblasti, je zaměřen na různé typy výstřelů a explozí.
http://linked.open...iv/tvurceVysledku	Navrátil, Milan Dostálek, Petr Křesálek, Vojtěch
http://linked.open...avai/riv/vlastnik	Univerzita Tomáše Bati ve Zlíně, Fakulta aplikované informatiky
http://linked.open...itiJinymSubjektem	N - Nabytí licence není nutné (výsledek není licencován)
http://linked.open...n/vavai/riv/zamer	Modeling and Control of Processing Procedures of Natural and Synthetic Polymers
http://localhost/t...ganizacniJednotka	28140

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