Publication Details
Speech units automatically generated by ergodic hidden Markov model
speech, units, automatically, generated, ergodic, hidden Markov model,
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.
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.
@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"
}