Advantages and disadvantages of automatic speaker recognition systems
Joint Authors
al-Alusi, Nida Fulayyih Hasan
Ali, Akbas Izz al-Din
Muhammad, Rawiyah A.
Source
al-Qadisiyah Journal for Computer Science and Mathematics
Issue
Vol. 11, Issue 3 (30 Sep. 2019), pp.21-30, 10 p.
Publisher
University of al-Qadisiyah College of computer Science and Information Technology
Publication Date
2019-09-30
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
Automatic speaker recognition systems use the machines to recognize an individual via a spoken sentence.
Those systems recognize a specific individual or confirm an individual’s claimed identity.
The most common type of voice biometrics is the Speaker Recognition.
Its task focused on validation of a person’s claimed identity, using features that have been obtained via their voices.
Throughout the last decades a wide range of new advances in the speaker recognition area have been accomplished, but there are still many problems that need solving or require enhanced solutions.
In this paper, a brief overview of speech processing is given firstly, then some feature extraction and classifier techniques are described, also a comparative and analysis of some previous research are studied in depth, all this work leads to determine the best methods for speaker recognition.
Adaptive MFCC and Deep Learning methods are determined to be more efficient and accurate than other methods in speaker recognition, thus these methods are recommend to be more suitable for practical applications.
American Psychological Association (APA)
Muhammad, Rawiyah A.& Ali, Akbas Izz al-Din& al-Alusi, Nida Fulayyih Hasan. 2019. Advantages and disadvantages of automatic speaker recognition systems. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 11, no. 3, pp.21-30.
https://search.emarefa.net/detail/BIM-900682
Modern Language Association (MLA)
Muhammad, Rawiyah A.…[et al.]. Advantages and disadvantages of automatic speaker recognition systems. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 11, no. 3 (2019), pp.21-30.
https://search.emarefa.net/detail/BIM-900682
American Medical Association (AMA)
Muhammad, Rawiyah A.& Ali, Akbas Izz al-Din& al-Alusi, Nida Fulayyih Hasan. Advantages and disadvantages of automatic speaker recognition systems. al-Qadisiyah Journal for Computer Science and Mathematics. 2019. Vol. 11, no. 3, pp.21-30.
https://search.emarefa.net/detail/BIM-900682
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 29-30
Record ID
BIM-900682