• DocumentCode
    324694
  • Title

    A voice activity detection algorithm for communication systems with dynamically varying background acoustic noise

  • Author

    Lee, Ick Don ; Stern, Harold P. ; Mahmoud, S.A.

  • Author_Institution
    Dept. of Electr. Eng., Alabama Univ., Tuscaloosa, AL, USA
  • Volume
    2
  • fYear
    1998
  • fDate
    18-21 May 1998
  • Firstpage
    1214
  • Abstract
    Speech can be modeled as short bursts of vocal energy separated by silence gaps. During typical conversation talk-spurts comprise only 31.5% of each party´s speech and the remaining 68.5% is silence. Communication systems can achieve significant gains in spectral efficiency and energy efficiency by disconnecting the users from the spectral resource during the silence periods. This paper develops a simple, efficient, and robust voice activity detection (VAD) algorithm to work in a mobile or portable environment exhibiting dynamically varying background noise. The VAD uses probabilistic distances based on the energy content, the periodicity, the stationarity and the spectral distribution within the low frequency band to decide if the presented speech frame is speech or silence
  • Keywords
    acoustic noise; cellular radio; speech processing; VAD algorithm; communication systems; conversation; dynamically varying background acoustic noise; energy content; energy efficiency; low frequency band; mobile environment; periodicity; portable environment; probabilistic distances; silence gaps; spectral distribution; spectral efficiency; spectral resource; stationarity; talk-spurts; vocal energy; voice activity detection algorithm; Acoustic noise; Acoustical engineering; Background noise; Detection algorithms; Power engineering and energy; Radio frequency; Speech enhancement; Systems engineering and theory; Telephony; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference, 1998. VTC 98. 48th IEEE
  • Conference_Location
    Ottawa, Ont.
  • ISSN
    1090-3038
  • Print_ISBN
    0-7803-4320-4
  • Type

    conf

  • DOI
    10.1109/VETEC.1998.686432
  • Filename
    686432