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Development of voice recognition for student attendance

Uddin , Nasir and Rashid, Muhammad Mahbubur and Mostafa, Mohammad Golam and H, Belayet and Salam, SM and Nithe, NA and Rahman, MW and Halder , S (2016) Development of voice recognition for student attendance. Global Journal of Human-Social Science: G Linguistics & Education, 16 (1). pp. 1-6. ISSN 0975-587X E-ISSN 2249-460X

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Abstract- Development of voice recognition for student attendance system is beneficial in many ways. It helps the lecturer in administrative the attendance of their student with efficiency. This is because students always cheat with their attendancy by signing on behalf of their friend who did not attend class. With this project, voice biometric is used as a medium for student to mark their attendance. Cheating among students will be prevented because like fingerprints, each voice is different. The objectives of this project are to study and understand the properties understand the properties of speaker recognition and to analyze the effectiveness of using Euclidean distance feature for speaker recognition. Databases of 26 volunteers were collected consisting of only male. The report result is tabulated. Three types of analysis were done, first same train is used as test data reported 100% correct. The remaining two analyses used different test data recording. Volunteers use the same sentence as test data reported 76.92% correct. Lastly volunteers used their name and the correct percentage is 46.15%.

Item Type: Article (Journal)
Additional Information: 5486/49420
Uncontrolled Keywords: Voice recognition,biometric
Subjects: T Technology > TA Engineering (General). Civil engineering (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User: Dr Muhammad Rashid
Date Deposited: 03 Feb 2016 10:48
Last Modified: 17 Oct 2016 15:09
URI: http://irep.iium.edu.my/id/eprint/49420

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