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master's thesis
Evaluacija sustava za umjetnu tvorbu govora
2021. urn:nbn:hr:190:446539
Medved, Nikola
University of Rijeka
Faculty of Engineering
Department of Computer Engineering
Section of Intelligent Computing Systems

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Medved, N. (2021). Evaluacija sustava za umjetnu tvorbu govora (Master's thesis). Rijeka: University of Rijeka, Faculty of Engineering. Retrieved from https://urn.nsk.hr/urn:nbn:hr:190:446539

Medved, Nikola. "Evaluacija sustava za umjetnu tvorbu govora." Master's thesis, University of Rijeka, Faculty of Engineering, 2021. https://urn.nsk.hr/urn:nbn:hr:190:446539

Medved, Nikola. "Evaluacija sustava za umjetnu tvorbu govora." Master's thesis, University of Rijeka, Faculty of Engineering, 2021. https://urn.nsk.hr/urn:nbn:hr:190:446539

Medved, N. (2021). 'Evaluacija sustava za umjetnu tvorbu govora', Master's thesis, University of Rijeka, Faculty of Engineering, accessed 13 November 2024, https://urn.nsk.hr/urn:nbn:hr:190:446539

Medved N. Evaluacija sustava za umjetnu tvorbu govora [Master's thesis]. Rijeka: University of Rijeka, Faculty of Engineering; 2021 [cited 2024 November 13] Available at: https://urn.nsk.hr/urn:nbn:hr:190:446539

N. Medved, "Evaluacija sustava za umjetnu tvorbu govora", Master's thesis, University of Rijeka, Faculty of Engineering, Rijeka, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:190:446539

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Metadata
TitleEvaluacija sustava za umjetnu tvorbu govora
Title (english)Speech Synthesis System Evaluation
AuthorNikola Medved
MentorIvo Ipšić (mentor)
Committee memberMiroslav Joler (predsjednik povjerenstva)
Committee memberMladen Tomić (član povjerenstva)
Committee memberIvo Ipšić (član povjerenstva)
GranterUniversity of Rijeka
Faculty of Engineering
(Department of Computer Engineering)
(Section of Intelligent Computing Systems)
Rijeka
Defense date and country2021-09-28, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovoj disertaciji predstavljena su tri algoritma sinteze, konkatenacija difona, TD-PSOLA i Merlin sustav koji se temelji na neuronskim mrežama. Algoritmi su postepeno složeniji i kvalitetniji jedan od drugog. Napravljena je usporedba u načinu tvorbe zvuka i predstavljene su prednosti i razlike među njima. Kao osnovni cilj ovog rada, napravljena je web stranica za evaluaciju sustava. Korisniku se omogućilo pretvaranje proizvoljnog teksta u govor, preslušavanje i preuzimanje istog. Korisnik sintezu može ocijeniti u kategorijama kvalitete, razumljivosti, prirodnosti i nepravilnosti izgovora. Korisnik također ima uvid u sve do sada sintetizirane rečenice na web platformi, uz njihove ocjene i postotak biranja pojedinog algoritma. Također, korisnik ima mogućnost ocjenjivanja algoritama na globalnoj bazi za koje je upravitelj web stranice pripremio par snimki za pojedini algoritam.
Abstract (english)
his disertation presents three algorithms for speech synthesis, diphone concatenation, TDPSOLA, and a neural network-based Merlin system. Algorithms are gradually more complex and of better quality than each other. A comparison is made in the way sound is formed and the advantages and differences between them are presented. As the main goal of this paper, a website for speech quality evaluation was created. The user was allowed to convert arbitrary text into speech, listen to it and download it. The user can evaluate the synthesis in the categories of quality, intelligibility, naturalness and irregularity of pronunciation. The user also has an insight into all the sentences synthesized so far on the web platform, along with their ratings and the percentage of selecting a particular algorithm. Also, the user has the ability to evaluate algorithms on a global basis for which the website manager has prepared a couple of snapshots for each algorithm.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:190:446539
Study programmeTitle: Computer Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsAccess restricted to students and staff of home institution
Terms of useLicence In copyright icon
Created on2021-10-15 12:49:15