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
Format:	Conference or Workshop Item
Language:	English
Published:	2011
Subjects:	TK5101 Telecommunication. Including telegraphy, radio, radar, television
Online Access:	http://irep.iium.edu.my/1761/ http://irep.iium.edu.my/1761/ http://irep.iium.edu.my/1761/1/Evaluating_the_effect_of_voice_activity_detection_in_isolated_Yoruba_word_recognition_system.pdf

id	iium-1761
recordtype	eprints
spelling	iium-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 PeerReviewed 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/
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
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/ http://irep.iium.edu.my/1761/ http://irep.iium.edu.my/1761/1/Evaluating_the_effect_of_voice_activity_detection_in_isolated_Yoruba_word_recognition_system.pdf
first_indexed	2023-09-18T20:09:15Z
last_indexed	2023-09-18T20:09:15Z
_version_	1777407366625492992

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

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