DocumentCode :
463735
Title :
Energy-Based Sound Source Localization and Gain Normalization for Ad Hoc Microphone Arrays
Author :
Zicheng Liu ; Zhengyou Zhang ; Li-wei He ; Phil Chou
Author_Institution :
Microsoft Res., Redmond, WA, USA
Volume :
2
fYear :
2007
fDate :
15-20 April 2007
Abstract :
We present an energy-based technique to estimate both microphone and speaker/talker locations from an ad hoc network of microphones. An example of such ad hoc microphone network is a set of microphones built in the laptops that some meeting participants bring in a meeting room. Compared with traditional sound source localization approaches based on time of flight, our technique does not require accurate synchronization, and it does not require each laptop to emit special signals. We estimate the meeting participants´ positions based on average energies of their speech signals. In addition, we present a technique, which is independent of the volumes of the speakers, to estimate the relative gains of the microphones. This is crucial to aggregate various audio channels from the ad hoc microphone network into a single stream for audio conferencing.
Keywords :
ad hoc networks; microphone arrays; speech processing; ad hoc microphone arrays; audio conferencing; energy-based sound source localization; gain normalization; speaker-talker location estimation; speech signals; Ad hoc networks; Chirp; Collaboration; Helium; Loudspeakers; Microphone arrays; Portable computers; Signal to noise ratio; Speech enhancement; Teleconferencing; Ad hoc microphone array; meeting analysis; sound source location;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
ISSN :
1520-6149
Print_ISBN :
1-4244-0727-3
Type :
conf
DOI :
10.1109/ICASSP.2007.366347
Filename :
4217520
Link To Document :
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