Heterogeneous speech prediction using LDA classifiers
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my.unimap-389952015-02-23T14:30:56Z Heterogeneous speech prediction using LDA classifiers Mohd Ridzwan, Tamjis Muhammad Naufal, Mansor Ahmad Kadri, Junoh Amran, Ahmed Wan Suhana, Wan Daud Azrini, Idris mystril_nd@yahoo.com apairia@yahoo.com kadri@unimap.edu.my amranahmed@unimap.edu.my wsuhana@unimap.edu.my azrinidris@yahoo.com.my Acoustic measurement Linear discriminant analysis Speech intelligibility Speech quality Link to publisher's homepage at http://www.ttp.net/ Classroom speech intelligibility has become one of the main concerns in schools and other learning institutions development nowadays. This is because the qualities of student’s perceptions towards teacher are essentials in learning development. Measures have been introduced by the acoustical association to tackle the speech intelligibility problems in the classroom such as room renovations. Room’s acoustics standards have been introduced in several countries but still the questions on whether the standards fits on every classroom in different countries are still arise. Studies have also shown that most of the researches that have been conducted were only focusing on the conventional type classroom which depends only on the teacher’s vocal power. This paper will formulate the measurement protocol on measuring the speech intelligibility in the sound reinforced (multiple speaker) classroom. Finally it was found that the speech intelligibility in the sound reinforced classroom is better than the conventional classroom by using Linear Discriminant Analysis. 2015-02-23T14:30:56Z 2015-02-23T14:30:56Z 2014-08 Article Advanced Materials Research, vol.1016, 2014, pages 267-272 1662-8985 http://dspace.unimap.edu.my:80/xmlui/handle/123456789/38995 http://www.scientific.net/AMR.1016.267 10.4028/www.scientific.net/AMR.1016.267 en Trans Tech Publications |
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Acoustic measurement Linear discriminant analysis Speech intelligibility Speech quality |
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Acoustic measurement Linear discriminant analysis Speech intelligibility Speech quality Mohd Ridzwan, Tamjis Muhammad Naufal, Mansor Ahmad Kadri, Junoh Amran, Ahmed Wan Suhana, Wan Daud Azrini, Idris Heterogeneous speech prediction using LDA classifiers |
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Link to publisher's homepage at http://www.ttp.net/ |
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mystril_nd@yahoo.com |
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mystril_nd@yahoo.com Mohd Ridzwan, Tamjis Muhammad Naufal, Mansor Ahmad Kadri, Junoh Amran, Ahmed Wan Suhana, Wan Daud Azrini, Idris |
format |
Article |
author |
Mohd Ridzwan, Tamjis Muhammad Naufal, Mansor Ahmad Kadri, Junoh Amran, Ahmed Wan Suhana, Wan Daud Azrini, Idris |
author_sort |
Mohd Ridzwan, Tamjis |
title |
Heterogeneous speech prediction using LDA classifiers |
title_short |
Heterogeneous speech prediction using LDA classifiers |
title_full |
Heterogeneous speech prediction using LDA classifiers |
title_fullStr |
Heterogeneous speech prediction using LDA classifiers |
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Heterogeneous speech prediction using LDA classifiers |
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heterogeneous speech prediction using lda classifiers |
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Trans Tech Publications |
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2015 |
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http://dspace.unimap.edu.my:80/xmlui/handle/123456789/38995 |
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1643798944118996992 |
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13.209306 |