Detail publikace

Speech units automatically generated by ergodic hidden Markov model

Originální název

Speech units automatically generated by ergodic hidden Markov model

Anglický název

Speech units automatically generated by ergodic hidden Markov model

Jazyk

en

Originální abstrakt

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.

Anglický abstrakt

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.

BibTex


@inproceedings{BUT16913,
  author="Igor {Szőke}",
  title="Speech units automatically generated by ergodic hidden Markov model",
  annote="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.",
  address="Faculty of Electrical Engineering and Communication BUT",
  booktitle="Proceedings of 10th Conference and Competition STUDENT EEICT 2004",
  chapter="16913",
  institution="Faculty of Electrical Engineering and Communication BUT",
  year="2004",
  month="april",
  pages="1",
  publisher="Faculty of Electrical Engineering and Communication BUT",
  type="conference paper"
}