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Computer-Generated Music
Chmelka, Jakub ; Polok, Lukáš (referee) ; Fapšo, Michal (advisor)
This bachelor´s thesis deals with the problem of music composition by means of computers. The system uses artificial neural networks which learn the regularities of the chosen music genre from the recordings in MIDI format. In addition to the melody, this work places great emphasis on rhythm of newly created compositions. Besides the problem of neural networks, this work deals with the appropriate representation of input data and re-conversion into MIDI format. The system is implemented as a set of scripts mainly in the mathematical software Matlab.
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Computer-Generated Music
Lanc, Jakub ; Štancl, Vít (referee) ; Fapšo, Michal (advisor)
Main topic of the thesis is musical composition by means of computer, specifically usage of neural networks for melody generation. Contemporary artificial music composition approaches are briefly mapped, and some types of neural networks used are presented. Implementation of Matlab scripts, allowing melody generation is presented, and the process is illustrated on a few examples.
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Computer-Generated Music
Chmelka, Jakub ; Polok, Lukáš (referee) ; Fapšo, Michal (advisor)
This bachelor´s thesis deals with the problem of music composition by means of computers. The system uses artificial neural networks which learn the regularities of the chosen music genre from the recordings in MIDI format. In addition to the melody, this work places great emphasis on rhythm of newly created compositions. Besides the problem of neural networks, this work deals with the appropriate representation of input data and re-conversion into MIDI format. The system is implemented as a set of scripts mainly in the mathematical software Matlab.
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Computer-Generated Music
Lanc, Jakub ; Štancl, Vít (referee) ; Fapšo, Michal (advisor)
Main topic of the thesis is musical composition by means of computer, specifically usage of neural networks for melody generation. Contemporary artificial music composition approaches are briefly mapped, and some types of neural networks used are presented. Implementation of Matlab scripts, allowing melody generation is presented, and the process is illustrated on a few examples.
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