Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System

This paper discusses and evaluates the effect of voice Activity Detection (VAD) in an isolated Yoruba word ecognition system (IYWRS). The word database used in this paper are collected from 22 speakers by repeating the numbers 1 to 9 three times each. A hybrid configuration of Mel-Frequency Cepstr...

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Main Authors: Aibinu, Abiodun Musa, Salami, Momoh Jimoh Eyiomika, Najeeb, Athaur Rahman, Azeez, J. F., Rajin, S. M. Ataul Karim
格式: Conference or Workshop Item
语言:English
出版: 2011
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在线阅读:http://irep.iium.edu.my/1761/1/Evaluating_the_effect_of_voice_activity_detection_in_isolated_Yoruba_word_recognition_system.pdf
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http://www.iium.edu.my/ICOM/2011/
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spelling my.iium.irep.17612012-05-14T03:26:07Z http://irep.iium.edu.my/1761/ Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System Aibinu, Abiodun Musa Salami, Momoh Jimoh Eyiomika Najeeb, Athaur Rahman Azeez, J. F. Rajin, S. M. Ataul Karim TK5101 Telecommunication. Including telegraphy, radio, radar, television This paper discusses and evaluates the effect of voice Activity Detection (VAD) in an isolated Yoruba word ecognition system (IYWRS). The word database used in this paper are collected from 22 speakers by repeating the numbers 1 to 9 three times each. A hybrid configuration of Mel-Frequency Cepstral coefficient (MFCC) and Linear Predictive Coding (LPC) have been used to extract the features of the speech samples. Artificial Neural Network algorithms are then used to classify these features. An overall accuracy of about 60% has been achieved from the two proposed feature extraction methods. 2011 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/1761/1/Evaluating_the_effect_of_voice_activity_detection_in_isolated_Yoruba_word_recognition_system.pdf Aibinu, Abiodun Musa and Salami, Momoh Jimoh Eyiomika and Najeeb, Athaur Rahman and Azeez, J. F. and Rajin, S. M. Ataul Karim (2011) Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System. In: 4th International Conference on Mechatronics (ICOM), 17-19 May, 2011, Kuala Lumpur. http://www.iium.edu.my/ICOM/2011/
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic TK5101 Telecommunication. Including telegraphy, radio, radar, television
spellingShingle TK5101 Telecommunication. Including telegraphy, radio, radar, television
Aibinu, Abiodun Musa
Salami, Momoh Jimoh Eyiomika
Najeeb, Athaur Rahman
Azeez, J. F.
Rajin, S. M. Ataul Karim
Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System
description This paper discusses and evaluates the effect of voice Activity Detection (VAD) in an isolated Yoruba word ecognition system (IYWRS). The word database used in this paper are collected from 22 speakers by repeating the numbers 1 to 9 three times each. A hybrid configuration of Mel-Frequency Cepstral coefficient (MFCC) and Linear Predictive Coding (LPC) have been used to extract the features of the speech samples. Artificial Neural Network algorithms are then used to classify these features. An overall accuracy of about 60% has been achieved from the two proposed feature extraction methods.
format Conference or Workshop Item
author Aibinu, Abiodun Musa
Salami, Momoh Jimoh Eyiomika
Najeeb, Athaur Rahman
Azeez, J. F.
Rajin, S. M. Ataul Karim
author_facet Aibinu, Abiodun Musa
Salami, Momoh Jimoh Eyiomika
Najeeb, Athaur Rahman
Azeez, J. F.
Rajin, S. M. Ataul Karim
author_sort Aibinu, Abiodun Musa
title Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System
title_short Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System
title_full Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System
title_fullStr Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System
title_full_unstemmed Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System
title_sort evaluating the effect of voice activity detection in isolated yoruba word recognition system
publishDate 2011
url http://irep.iium.edu.my/1761/1/Evaluating_the_effect_of_voice_activity_detection_in_isolated_Yoruba_word_recognition_system.pdf
http://irep.iium.edu.my/1761/
http://www.iium.edu.my/ICOM/2011/
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score 13.250246