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Odhad formantových kmitočtů pomocí strojového učení / Estimation of formant frequencies using machine learning

This Master's thesis deals with the issue of formant extraction. A system of scripts in Matlab interface is created to generate values of the first three formant frequencies from speech recordings with the use of Praat and Snack(WaveSurfer). Mel Frequency Cepstral Coefficients and Linear Predictive Coefficients are extracted from the audio files in order to be added to the database. This database is then used to train a neural network. Finally, the designed neural network is tested.

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:400852
Date January 2019
CreatorsKáčerová, Erika
ContributorsGaláž, Zoltán, Mekyska, Jiří
PublisherVysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií
Source SetsCzech ETDs
LanguageSlovak
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/masterThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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