Akustičko modeliranje govora za potrebe sinteze govora

Polonijo, Toni

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master's thesis

Akustičko modeliranje govora za potrebe sinteze govora

Rijeka: University of Rijeka, Faculty of Engineering, 2020. urn:nbn:hr:190:035385

Polonijo, Toni

University of Rijeka
Faculty of Engineering
Department of Computer Engineering
Section of Intelligent Computing Systems

Cite this document

APA 6th Edition

Polonijo, T. (2020). Akustičko modeliranje govora za potrebe sinteze govora (Master's thesis). Rijeka: University of Rijeka, Faculty of Engineering. Retrieved from https://urn.nsk.hr/urn:nbn:hr:190:035385

MLA 8th Edition

Polonijo, Toni. "Akustičko modeliranje govora za potrebe sinteze govora." Master's thesis, University of Rijeka, Faculty of Engineering, 2020. https://urn.nsk.hr/urn:nbn:hr:190:035385

Chicago 17th Edition

Polonijo, Toni. "Akustičko modeliranje govora za potrebe sinteze govora." Master's thesis, University of Rijeka, Faculty of Engineering, 2020. https://urn.nsk.hr/urn:nbn:hr:190:035385

Harvard

Polonijo, T. (2020). 'Akustičko modeliranje govora za potrebe sinteze govora', Master's thesis, University of Rijeka, Faculty of Engineering, accessed 18 April 2024, https://urn.nsk.hr/urn:nbn:hr:190:035385

Vancouver

Polonijo T. Akustičko modeliranje govora za potrebe sinteze govora [Master's thesis]. Rijeka: University of Rijeka, Faculty of Engineering; 2020 [cited 2024 April 18] Available at: https://urn.nsk.hr/urn:nbn:hr:190:035385

IEEE

T. Polonijo, "Akustičko modeliranje govora za potrebe sinteze govora", Master's thesis, University of Rijeka, Faculty of Engineering, Rijeka, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:190:035385

Cite this item: https://urn.nsk.hr/urn:nbn:hr:190:035385

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Metadata

Title	Akustičko modeliranje govora za potrebe sinteze govora
Title (english)	Acoustic modelling for speech synthesis
Author	Toni Polonijo
Mentor	Ivo Ipšić (mentor)
Committee member	Jonatan Lerga (predsjednik povjerenstva)
Committee member	Goran Mauša (član povjerenstva)
Committee member	Ivo Ipšić (član povjerenstva)
Granter	University of Rijeka Faculty of Engineering (Department of Computer Engineering) (Section of Intelligent Computing Systems) Rijeka
Defense date and country	2020-05-26, Croatia
Scientific / art field, discipline and subdiscipline	TECHNICAL SCIENCES Computing Architecture of Computer Systems
Abstract	U diplomskom radu opisan je postupak izgradnje akustičkih modela dubokim neuronskim mrežama za sintezu govora. Testirane su dvije arhitekture izgrađene unaprijednim neuronskim mrežama te četiri arhitekture gdje su korištene mreže s povratnim vezama uz LSTM ćelije. Akustički modeli gdje su korištene mreže s povratnim vezama postigle su bolje objektivne i subjektivne rezultate nego modeli učeni unaprijednim neuronskim mrežama.
Abstract (english)	In this master thesis, different acoustic models using deep neural networks are built for the purposes of speech synthesis. Two acoustic models were built and tested using feed-forward neural networks, and four acoustic models were built and tested using recurrent neural networks with LSTM cells. Acoustic models built with recurrent neural networks yielded better results than models built with feed-forward neural networks.
Keywords
Keywords (english)
Language	croatian
URN:NBN	urn:nbn:hr:190:035385
Study programme	Title: Computer Engineering Study programme type: university Study level: graduate Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resource	Text
File origin	Born digital
Access conditions	Access restricted to students and staff of home institution
Terms of use
Repository	Repository of the University of Rijeka, Faculty of Engineering
Created on	2020-08-24 12:44:58

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