Thesis Details

Implementace jednoduchého rozpoznávače řeči ve webovém prohlížeči

Bachelor's Thesis Student: Crkoň Jakub Academic Year: 2019/2020 Supervisor: Szőke Igor, Ing., Ph.D.
Language
Slovak
Abstract

The goal of this project is to implement simple speech recognizer for web browser. This paper describes fundamental components required for implementing speech recognizer and techniques which are used for optimization process of speech recognition in web browser. At first, the paper focuses on introduction of speech recognition theory. It describes individual parts and principles of speech recognizer. In next section, thesis describes design, implementation and principles of acceleration of speech recognizer with limited computing resources of web browser. The implementation is divided into modules making up the library for usage in web browser. The library is easily extendable and usable in various web applications. Finally, it discusses potential directions of development and usability of this project.

Keywords

Artificial intelligence, speech recognition, digital signal processing, machine learning, typescript, javascript, web browser, dynamic decoder

Department
Department of Computer Graphics and Multimedia FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade A
Date
10 July 2020
Reviewer
Glembek Ondřej, Ing., Ph.D.
Committee
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT), předseda
Češka Milan, doc. RNDr., Ph.D. (DITS FIT BUT), člen
Jaroš Jiří, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Orság Filip, Ing., Ph.D. (DITS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen
Citation
CRKOŇ, Jakub. Implementace jednoduchého rozpoznávače řeči ve webovém prohlížeči. Brno, 2020. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2020-07-10. Supervised by Szőke Igor. Available from: https://www.fit.vut.cz/study/thesis/21379/
BibTeX 
@bachelorsthesis{FITBT21379,
    author = "Jakub Crko\v{n}",
    type = "Bachelor's thesis",
    title = "Implementace jednoduch\'{e}ho rozpozn\'{a}va\v{c}e \v{r}e\v{c}i ve webov\'{e}m prohl\'{i}\v{z}e\v{c}i",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2020,
    location = "Brno, CZ",
    language = "slovak",
    url = "https://www.fit.vut.cz/study/thesis/21379/"
}

Theses

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