20 lines
1.5 KiB
TeX
20 lines
1.5 KiB
TeX
\contentsline {section}{\numberline {1}Wst\IeC {\k e}p}{2}%
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\contentsline {subsection}{\numberline {1.1}Muzyka}{2}%
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\contentsline {section}{\numberline {2}MIDI, Muzyka jako Informacje}{2}%
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\contentsline {subsection}{\numberline {2.1}MIDI}{2}%
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\contentsline {subsection}{\numberline {2.2}Pianoroll}{2}%
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\contentsline {subsection}{\numberline {2.3}Muzyka jako tr\IeC {\'o}jwymiarowa tablica}{2}%
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\contentsline {section}{\numberline {3}Generatwne sieci neuronowe - GANy, VAE, LSTMy}{2}%
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\contentsline {subsection}{\numberline {3.1}Autoencodery, VAE}{2}%
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\contentsline {subsection}{\numberline {3.2}LSTM}{2}%
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\contentsline {section}{\numberline {4}Modele generatywne stosowane w generowaniu muzyki}{3}%
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\contentsline {subsection}{\numberline {4.1}Project Magenta}{3}%
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\contentsline {subsection}{\numberline {4.2}MuseGAN}{3}%
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\contentsline {subsection}{\numberline {4.3}VAE-MIDI}{3}%
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\contentsline {section}{\numberline {5}Budowanie generatora muzyki}{3}%
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\contentsline {subsection}{\numberline {5.1}Wyodr\IeC {\k e}bnienie danych z plik\IeC {\'o}w MIDI}{3}%
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\contentsline {subsection}{\numberline {5.2}Przygotowanie Modelu GAN}{3}%
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\contentsline {subsection}{\numberline {5.3}Proces uczenia, pr\IeC {\'o}bki co kilka epoch\IeC {\'o}w, costloss wykres}{3}%
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\contentsline {subsection}{\numberline {5.4}Pr\IeC {\'o}bki ko\IeC {\'n}cowe, jak\IeC {\k a} muzyk\IeC {\k e} da si\IeC {\k e} z tego wygenerowa\IeC {\'c}}{3}%
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\contentsline {section}{\numberline {6}Podsumowanie}{3}%
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