A magnetic resonance imaging study on the articulatory and acoustic speech parameters of Malay vowels

The phonetic properties of six Malay vowels are investigated using magnetic resonance imaging (MRI) to visualize the vocal tract in order to obtain dynamic articulatory parameters during speech production. To resolve image blurring due to the tongue movement during the scanning process, a method bas...

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Main Authors: Zourmand, Alireza, Mirhassani, Seyed Mostafa, Ting, Hua Nong, Bux, Shaik Ismail, Ng, Kwan Hoong, Bilgen, Mehmet, Jalaludin, Mohd Amin
Format: Article
Published: BMC 2014
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Online Access:http://eprints.um.edu.my/23059/
https://doi.org/10.1186/1475-925X-13-103
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spelling my.um.eprints.230592019-11-19T07:02:05Z http://eprints.um.edu.my/23059/ A magnetic resonance imaging study on the articulatory and acoustic speech parameters of Malay vowels Zourmand, Alireza Mirhassani, Seyed Mostafa Ting, Hua Nong Bux, Shaik Ismail Ng, Kwan Hoong Bilgen, Mehmet Jalaludin, Mohd Amin R Medicine The phonetic properties of six Malay vowels are investigated using magnetic resonance imaging (MRI) to visualize the vocal tract in order to obtain dynamic articulatory parameters during speech production. To resolve image blurring due to the tongue movement during the scanning process, a method based on active contour extraction is used to track tongue contours. The proposed method efficiently tracks tongue contours despite the partial blurring of MRI images. Consequently, the articulatory parameters that are effectively measured as tongue movement is observed, and the specific shape of the tongue and its position for all six uttered Malay vowels are determined.Speech rehabilitation procedure demands some kind of visual perceivable prototype of speech articulation. To investigate the validity of the measured articulatory parameters based on acoustic theory of speech production, an acoustic analysis based on the uttered vowels by subjects has been performed. As the acoustic speech and articulatory parameters of uttered speech were examined, a correlation between formant frequencies and articulatory parameters was observed. The experiments reported a positive correlation between the constriction location of the tongue body and the first formant frequency, as well as a negative correlation between the constriction location of the tongue tip and the second formant frequency. The results demonstrate that the proposed method is an effective tool for the dynamic study of speech production. © 2014 Zourmand et al.; licensee BioMed Central Ltd. BMC 2014 Article PeerReviewed Zourmand, Alireza and Mirhassani, Seyed Mostafa and Ting, Hua Nong and Bux, Shaik Ismail and Ng, Kwan Hoong and Bilgen, Mehmet and Jalaludin, Mohd Amin (2014) A magnetic resonance imaging study on the articulatory and acoustic speech parameters of Malay vowels. BioMedical Engineering OnLine, 13 (1). p. 103. ISSN 1475-925X https://doi.org/10.1186/1475-925X-13-103 doi:10.1186/1475-925X-13-103
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic R Medicine
spellingShingle R Medicine
Zourmand, Alireza
Mirhassani, Seyed Mostafa
Ting, Hua Nong
Bux, Shaik Ismail
Ng, Kwan Hoong
Bilgen, Mehmet
Jalaludin, Mohd Amin
A magnetic resonance imaging study on the articulatory and acoustic speech parameters of Malay vowels
description The phonetic properties of six Malay vowels are investigated using magnetic resonance imaging (MRI) to visualize the vocal tract in order to obtain dynamic articulatory parameters during speech production. To resolve image blurring due to the tongue movement during the scanning process, a method based on active contour extraction is used to track tongue contours. The proposed method efficiently tracks tongue contours despite the partial blurring of MRI images. Consequently, the articulatory parameters that are effectively measured as tongue movement is observed, and the specific shape of the tongue and its position for all six uttered Malay vowels are determined.Speech rehabilitation procedure demands some kind of visual perceivable prototype of speech articulation. To investigate the validity of the measured articulatory parameters based on acoustic theory of speech production, an acoustic analysis based on the uttered vowels by subjects has been performed. As the acoustic speech and articulatory parameters of uttered speech were examined, a correlation between formant frequencies and articulatory parameters was observed. The experiments reported a positive correlation between the constriction location of the tongue body and the first formant frequency, as well as a negative correlation between the constriction location of the tongue tip and the second formant frequency. The results demonstrate that the proposed method is an effective tool for the dynamic study of speech production. © 2014 Zourmand et al.; licensee BioMed Central Ltd.
format Article
author Zourmand, Alireza
Mirhassani, Seyed Mostafa
Ting, Hua Nong
Bux, Shaik Ismail
Ng, Kwan Hoong
Bilgen, Mehmet
Jalaludin, Mohd Amin
author_facet Zourmand, Alireza
Mirhassani, Seyed Mostafa
Ting, Hua Nong
Bux, Shaik Ismail
Ng, Kwan Hoong
Bilgen, Mehmet
Jalaludin, Mohd Amin
author_sort Zourmand, Alireza
title A magnetic resonance imaging study on the articulatory and acoustic speech parameters of Malay vowels
title_short A magnetic resonance imaging study on the articulatory and acoustic speech parameters of Malay vowels
title_full A magnetic resonance imaging study on the articulatory and acoustic speech parameters of Malay vowels
title_fullStr A magnetic resonance imaging study on the articulatory and acoustic speech parameters of Malay vowels
title_full_unstemmed A magnetic resonance imaging study on the articulatory and acoustic speech parameters of Malay vowels
title_sort magnetic resonance imaging study on the articulatory and acoustic speech parameters of malay vowels
publisher BMC
publishDate 2014
url http://eprints.um.edu.my/23059/
https://doi.org/10.1186/1475-925X-13-103
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score 13.160551