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
Link To Document :
بازگشت