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Dynamický dekodér pro rozpoznávání řeči / Dynamic Decoder for Speech Recognition

The result of this work is a fully working and significantly optimized implementation of a dynamic decoder. This decoder is based on dynamic recognition network generation and decoding by a modified version of the Token Passing algorithm. The implemented solution provides very similar results to the original static decoder from BSCORE (API of Phonexia company). Compared to BSCORE this implementation offers significant reduction of memory usage. This makes use of more complex language models possible. It also facilitates integration the speech recognition to some mobile devices or dynamic adding of new words to the system.

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:363846
Date January 2017
CreatorsVeselý, Michal
ContributorsGlembek, Ondřej, Schwarz, Petr
PublisherVysoké učení technické v Brně. Fakulta informačních technologií
Source SetsCzech ETDs
LanguageCzech
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/masterThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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