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National Repository of Grey Literature

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Music composition using artificial intelligence methods Vendrame, Katia ; Dvořák, Jiří (referee) ; Matoušek, Radomil (advisor) Tato studie se věnuje metodám automatické kompozice hudby (AMC), s kon- krétním zaměřením na evoluční algoritmy a neuronové sítě. Potenciální dialog mezi muzikologickými teoriemi a AMC jsou analyzovány, spolu s otázkou jejího základu v hudební tradici. Byly zkoumány tři algoritmy pro tvoření krátkých jednohlasých melodií založených na stylu daného datasetu nebo požadavcích uživatele: pravdě- podobnostní gramatická evoluce, genetické algoritmy a LSTM modely. Praktická část práce představuje aplikace těchto algoritmů a výsledky testování jejich výhod a předností. Dále je představena implementace pro analýzu MIDI datasetů z hudební perspektivy. V poslední řadě jsou představeny možnosti budoucího vylepšení a roz- šiření zkoumaných algoritmů v oblasti automatické hudební analýzy a kompozice. Detailed record

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