Speaker recognition system using cellular automata
Other Title(s)
نظام تمييز المتكلم باستخدام الماكينة الخلوية
Joint Authors
Abd al-Wahid, Ala al-Din J.
al-Attab, Ahmad A.
Fadil, Muayyad A.
Source
Engineering and Technology Journal
Issue
Vol. 24, Issue 8 (31 Dec. 2005), pp.961-984, 24 p.
Publisher
Publication Date
2005-12-31
Country of Publication
Iraq
No. of Pages
24
Main Subjects
Information Technology and Computer Science
Abstract EN
Speaker recognition and voice recognition are subfields of speech processing by computer.
They work on the principle that there are features of speech that can be used to discriminate one speaker from another through three stages, preprocessing, feature extraction and classification.
In preprocessing stage average magnitude and zero crossing rate were used to detect start and endpoint of the speech.
In feature extraction stage average pitch and 12-Iinear prediction coefficient were used to represent the important characteristics of the speech.
In classification stage most methods used in patterns recognition perform some kind of comparison of a feature-vector with some reference-vector.
No things like that are happening here, a new approach is presented based on a set of uniform cellular automata (CA).
Computation in CA has been studied from different perspectives and has been constructed for various specific computation tasks as far as it is shown capable of universal computation.
So the main object of this research is to discover the capability of the cellular automata of performing one-dimensional and two-dimensional pattern classification when these patterns are feature vectors of speech.
Genetic algorithm was used also with cellular automata as evolutionary supervised learning algorithms for implementing this task.
American Psychological Association (APA)
Abd al-Wahid, Ala al-Din J.& al-Attab, Ahmad A.& Fadil, Muayyad A.. 2005. Speaker recognition system using cellular automata. Engineering and Technology Journal،Vol. 24, no. 8, pp.961-984.
https://search.emarefa.net/detail/BIM-293665
Modern Language Association (MLA)
Abd al-Wahid, Ala al-Din J.…[et al.]. Speaker recognition system using cellular automata. Engineering and Technology Journal Vol. 24, no. 8 (2005), pp.961-984.
https://search.emarefa.net/detail/BIM-293665
American Medical Association (AMA)
Abd al-Wahid, Ala al-Din J.& al-Attab, Ahmad A.& Fadil, Muayyad A.. Speaker recognition system using cellular automata. Engineering and Technology Journal. 2005. Vol. 24, no. 8, pp.961-984.
https://search.emarefa.net/detail/BIM-293665
Data Type
Journal Articles
Language
English
Notes
Includes appendices : p. 979-984
Record ID
BIM-293665