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Speaker recognition for wire wireless communication systems
Joint Authors
Ren, Fuji
Kuroiwa, Shingo
Abd al-Fattah, Muhammad
Source
The International Arab Journal of Information Technology
Issue
Vol. 3, Issue 1 (31 Jan. 2006), pp.28-34, 7 p.
Publisher
Publication Date
2006-01-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
Recently data communication spread to the mobile wireless world.
The complexity of medium and large speech & speaker recognition systems are beyond the memory and computational resources of the small portable devices.
Moreover, the most common approach to speaker recognition today is the use of global Gaussian Mixture Models (GMM) which ignores knowledge of the underlying phonetic content of the speech, so it does not take advantage of all available information.
In this paper we address the solution of these two problems by investigating the phoneme effect on speaker recognition system.
We used YOHO database for speaker identification task.
We found that some phonemes have strong effect on speaker identification.
Segmenting the most effective phoneme for speaker recognition task from a speaker utterance and send this phoneme only through the wireless communication system will decrease the complexity of medium and speed up the authentication process though mobile communication system.
We have applied different approaches on YOHO corpus, several of these approaches were able outperform previously published results on the speaker ID task.
One of our approaches could achieve 0.7% error rate by using only an average segment of 4.45% of the testing utterance for recognition.
American Psychological Association (APA)
Abd al-Fattah, Muhammad& Ren, Fuji& Kuroiwa, Shingo. 2006. Speaker recognition for wire wireless communication systems. The International Arab Journal of Information Technology،Vol. 3, no. 1, pp.28-34.
https://search.emarefa.net/detail/BIM-11760
Modern Language Association (MLA)
Ren, Fuji…[et al.]. Speaker recognition for wire wireless communication systems. The International Arab Journal of Information Technology Vol. 3, no. 1 (Jan. 2006), pp.28-34.
https://search.emarefa.net/detail/BIM-11760
American Medical Association (AMA)
Abd al-Fattah, Muhammad& Ren, Fuji& Kuroiwa, Shingo. Speaker recognition for wire wireless communication systems. The International Arab Journal of Information Technology. 2006. Vol. 3, no. 1, pp.28-34.
https://search.emarefa.net/detail/BIM-11760
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 33
Record ID
BIM-11760