DocumentCode :
2458185
Title :
Dominant speaker identification for multipoint videoconferencing
Author :
Volfin, Ilana ; Cohen, Israel
Author_Institution :
Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
fYear :
2012
fDate :
14-17 Nov. 2012
Firstpage :
1
Lastpage :
4
Abstract :
A multi-point conference is an efficient and cost effective substitute for a face to face meeting. It involves three or more participants placed in separate locations, where each participant employs a single microphone and camera. The routing and processing of the audiovisual information is very demanding on the network. This raises a need for reducing the amount of information that flows through the system. One solution is to identify the dominant speaker and partially discard information originating from non-active participants. We propose a novel method for dominant speaker identification using speech activity information from time intervals of different lengths. In comparison to other speaker selection methods, experimental results demonstrate reduction in the number of false speaker switches and improved robustness to transient audio interferences.
Keywords :
audio-visual systems; cameras; electromagnetic interference; microphones; speaker recognition; teleconferencing; video communication; audio interferences; audiovisual information; camera; dominant speaker identification; false speaker switches; multipoint videoconferencing; nonactive participants; partially discard information; single microphone; speaker selection methods; speech activity information; Signal to noise ratio; Speech; Switches; Teleconferencing; Transient analysis; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical & Electronics Engineers in Israel (IEEEI), 2012 IEEE 27th Convention of
Conference_Location :
Eilat
Print_ISBN :
978-1-4673-4682-5
Type :
conf
DOI :
10.1109/EEEI.2012.6377106
Filename :
6377106
Link To Document :
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