• DocumentCode
    3639016
  • Title

    Accuracy of automatic speaker recognition for telephone speech signal quality

  • Author

    Ivan D. Jokić;Vlado D. Delić;Nikša M. Jakovljević;Milan M. Dobrović;Stevan D. Jokić

  • Author_Institution
    University of Novi Sad/Faculty of Technical Sciences, Novi Sad, Serbia
  • fYear
    2010
  • Firstpage
    579
  • Lastpage
    582
  • Abstract
    This paper was performed by examining the accuracy of speaker identification on telephone quality voice signals. Speaker recognizer was implemented using HTK. Influence of the considered telephone channels on transmitted voice signal is seen through its basic characteristics, types of the applied codecs and the effects caused by the condition of the transmission channel. These effects were observed by a factor of transmission error probability, while the VoIP telephone channels were analyzed and the appearance of echo. Simulation of the appropriate codecs and the probability of various errors made during transmission by using publicly available library of software tools, ITU-T STL2005, while the echo phenomenon was simulated using effect Delay / Echo-Simple suite Sony Sound Forge 9.0.
  • Keywords
    "Speech","Accuracy","Codecs","Speaker recognition","Speech recognition","Hidden Markov models","Training"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Informatics (SISY), 2010 8th International Symposium on
  • Print_ISBN
    978-1-4244-7394-6
  • Type

    conf

  • DOI
    10.1109/SISY.2010.5647155
  • Filename
    5647155