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master's thesis
Mapiranje zvučnih informacija s pokretima lica afektivnog virtualnog agenta
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2023. urn:nbn:hr:235:035815
Gregov, Petra
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

Institutional repository: Repository of Faculty of Mechanical Engineering and Naval Architecture University of Zagreb

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Gregov, P. (2023). Mapiranje zvučnih informacija s pokretima lica afektivnog virtualnog agenta (Master's thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:035815

Gregov, Petra. "Mapiranje zvučnih informacija s pokretima lica afektivnog virtualnog agenta." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2023. https://urn.nsk.hr/urn:nbn:hr:235:035815

Gregov, Petra. "Mapiranje zvučnih informacija s pokretima lica afektivnog virtualnog agenta." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2023. https://urn.nsk.hr/urn:nbn:hr:235:035815

Gregov, P. (2023). 'Mapiranje zvučnih informacija s pokretima lica afektivnog virtualnog agenta', Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 18 December 2024, https://urn.nsk.hr/urn:nbn:hr:235:035815

Gregov P. Mapiranje zvučnih informacija s pokretima lica afektivnog virtualnog agenta [Master's thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2023 [cited 2024 December 18] Available at: https://urn.nsk.hr/urn:nbn:hr:235:035815

P. Gregov, "Mapiranje zvučnih informacija s pokretima lica afektivnog virtualnog agenta", Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:235:035815

Metadata
TitleMapiranje zvučnih informacija s pokretima lica afektivnog virtualnog agenta
Title (english)Mapping sound information with facial movements of an affective virtual agent
AuthorPetra Gregov
MentorTomislav Stipančić (mentor)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2023-12-07, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract
Tema ovog rada je generiranje lica vođeno zvukom u stvarnom vremenu kroz primjenu dubokog učenja. Rad se u teorijskom dijelu fokusira na pravilnu obradu ulaznih podataka za trening modela i analizu najčešće korištenih neuronskih mreža. Dodatno se razmatraju različita rješenja zadatka u sklopu aktualnih istraživanja. U praktičnom dijelu rada se istražuje implementacija gotovog modela putem Audio2Face aplikacije. Rad aplikacije se dodatno obrađuje u sklopu virtualnog okruženja unutar Unreal Engine platforme s naglaskom na prijenos uživo.
Abstract (english)
The theme of this paper is real-time sound-driven face generation utilizing deep learning. In the theoretical part, the emphasis is on proper processing of input data for model training and analysis of the most commonly used neural networks. Furthermore, diverse approaches to the task are investigated within the context of ongoing research. In the practical part, exploring the implementation of a pretrained model through the Audio2Face application takes focus. The application's functionality is further analyzed within a virtual environment on the Unreal Engine platform, with a focus on live streaming.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:035815
Study programmeTitle: Mechanical Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka strojarstva (magistar/magistra inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2023-12-05 08:29:30