• DocumentCode
    3646448
  • Title

    Compensation of channel effects for support vector machines based speaker verification

  • Author

    Cemal Hanilçi;Figen Ertaş

  • Author_Institution
    Elektronik Mü
  • fYear
    2012
  • fDate
    4/1/2012 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, we analyze the effect of channel compensation technique on support vector machines (SVM) based speaker verification performance and compare with another well-known speaker modeling algorithm Gaussian Mixture Models with universal background model (GMM-UBM). Experiments conducted on NIST 2002 SRE shows that channel compensation considerable improves the speaker verification accuracy.
  • Keywords
    "Support vector machines","NIST","Erbium","Analytical models","Speaker recognition","Speech","Kernel"
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2012 20th
  • Print_ISBN
    978-1-4673-0055-1
  • Type

    conf

  • DOI
    10.1109/SIU.2012.6204433
  • Filename
    6204433
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3646448