• DocumentCode
    3141713
  • Title

    Adjusted training of HMM models for Slovak speech recognition system

  • Author

    Kacur, J.

  • Author_Institution
    Fac. of Electr. Eng. & Inf. Technol., Slovak Univ. of Technol., Bratislava
  • fYear
    2008
  • fDate
    15-17 Dec. 2008
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this article the relevant training aspects for building robust and accurate HMM models for large vocabulary recognition system in Slovak are discussed. As the basis for building HMM models the MASPER training procedure was assumed, and applied on the Slovak MOBILDAT database.
  • Keywords
    hidden Markov models; natural languages; speech recognition; training; HMM models; MOBILDAT database; Slovak; adjusted training; speech recognition system; Databases; GSM; Hidden Markov models; Information technology; Multi-layer neural network; Robustness; Speech recognition; Testing; Training data; Vocabulary;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communication Systems, 2008. ICSPCS 2008. 2nd International Conference on
  • Conference_Location
    Gold Coast
  • Print_ISBN
    978-1-4244-4243-0
  • Electronic_ISBN
    978-1-4244-4243-0
  • Type

    conf

  • DOI
    10.1109/ICSPCS.2008.4813758
  • Filename
    4813758
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3141713