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
Link To Document :
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