Faculty of Information Technology, BUT

Publication Details

Speech units automatically generated by ergodic hidden Markov model

SZŐKE Igor. Speech units automatically generated by ergodic hidden Markov model. In: Proceedings of 10th Conference and Competition STUDENT EEICT 2004. Brno: Faculty of Electrical Engineering and Communication BUT, 2004, p. 5.
Czech title
Automaticky generované řečové jednotky pomocí skrytých Markovových modelů
Type
conference paper
Language
english
Authors
Szőke Igor, Ing., Ph.D. (DCGM FIT BUT)
URL
Keywords
speech, units, automatically, generated, ergodic, hidden Markov model,
Abstract
The paper is about automatically generated speech units. The units are generated by ergodic hidden Markov model. These units are for VLBR - very low bit rate coding systems.
Annotation
Units automatically generated are used in VLBR (Very Low BitRate) coding. One approach is to generate ALISP - Automatic Language Independent Speech Processing units by temporal decomposition and vector quantization were used there. Our goal is to propose better approach. We use EHMM - Ergodic Hidden Markov Model for ALISP units determination. A brief description of the model, its initialization and training is discussed in this paper. Experimental results are discussed in the conclusion.
Published
2004
Pages
5
Proceedings
Proceedings of 10th Conference and Competition STUDENT EEICT 2004
Conference
Student EEICT 2004, Brno, CZ
Publisher
Faculty of Electrical Engineering and Communication BUT
Place
Brno, CZ
BibTeX
@INPROCEEDINGS{FITPUB7418,
   author = "Igor Sz\H{o}ke",
   title = "Speech units automatically generated by ergodic hidden Markov model",
   pages = 5,
   booktitle = "Proceedings of 10th Conference and Competition STUDENT EEICT 2004",
   year = 2004,
   location = "Brno, CZ",
   publisher = "Faculty of Electrical Engineering and Communication BUT",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7418"
}
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