• DocumentCode
    3636459
  • Title

    A HMM/SVM hybrid method for speaker verification

  • Author

    Rastoceanu Florin;Diana Militaru

  • Author_Institution
    Ministry of National Defense, Military Equipment and Technologies Research Agency, Bucharest, Romania
  • fYear
    2010
  • Firstpage
    111
  • Lastpage
    114
  • Abstract
    In this paper, we describe an application of speaker verification using Romanian vowels as speaker´s models in case of a small Romanian language database. Vowels models are obtained with continuous HMMs using re-training of the vowels models for every speaker. Afterwards the models are classified with the powerful technique named SVM.
  • Keywords
    "Hidden Markov models","Support vector machines","Speech processing","Natural languages","Support vector machine classification","Military equipment","Databases","Joining processes","Context modeling","Authentication"
  • Publisher
    ieee
  • Conference_Titel
    Communications (COMM), 2010 8th International Conference on
  • Print_ISBN
    978-1-4244-6360-2
  • Type

    conf

  • DOI
    10.1109/ICCOMM.2010.5509031
  • Filename
    5509031
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3636459