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Pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran.

This research is about choosing suitable number of nodes in hidden layer and learning parameters in the proses of Malay number speech recognition system using neural network. The learning approach used in training Feed Forward Multilayer Perceptron (FFMLP) is back propagation. Speech for the study a...

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Main Authors: Salam, Md. Sah, Mohamad, Dzulkifli, Sheikh Salleh, Sheikh Husain
Format: Article
Language:English
Published: Penerbit UTM Press 2000
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://eprints.utm.my/id/eprint/8710/1/MdSahHjSalam2000_PengecamanSebutanDigitMenggunakanRangkaian_2.pdf
http://eprints.utm.my/id/eprint/8710/
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spelling my.utm.87102017-11-01T04:17:52Z http://eprints.utm.my/id/eprint/8710/ Pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran. Salam, Md. Sah Mohamad, Dzulkifli Sheikh Salleh, Sheikh Husain QA75 Electronic computers. Computer science This research is about choosing suitable number of nodes in hidden layer and learning parameters in the proses of Malay number speech recognition system using neural network. The learning approach used in training Feed Forward Multilayer Perceptron (FFMLP) is back propagation. Speech for the study are analysed using Linear Predictive Coding (LPC) and Log Area Ratio (LAR) to represent speech signal for every 20ms. The neural network learning operation are greatly influenced by the parameters ie. momentum , learning rate and number of hidden nodes choosen. Choosing unsuitable parameters will make the neural network system give an answer divert from the desired one. Penerbit UTM Press 2000-12 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/8710/1/MdSahHjSalam2000_PengecamanSebutanDigitMenggunakanRangkaian_2.pdf Salam, Md. Sah and Mohamad, Dzulkifli and Sheikh Salleh, Sheikh Husain (2000) Pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran. Jurnal Teknologi Maklumat, 12 (2). pp. 36-54. ISSN 0128-3790
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Salam, Md. Sah
Mohamad, Dzulkifli
Sheikh Salleh, Sheikh Husain
Pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran.
description This research is about choosing suitable number of nodes in hidden layer and learning parameters in the proses of Malay number speech recognition system using neural network. The learning approach used in training Feed Forward Multilayer Perceptron (FFMLP) is back propagation. Speech for the study are analysed using Linear Predictive Coding (LPC) and Log Area Ratio (LAR) to represent speech signal for every 20ms. The neural network learning operation are greatly influenced by the parameters ie. momentum , learning rate and number of hidden nodes choosen. Choosing unsuitable parameters will make the neural network system give an answer divert from the desired one.
format Article
author Salam, Md. Sah
Mohamad, Dzulkifli
Sheikh Salleh, Sheikh Husain
author_facet Salam, Md. Sah
Mohamad, Dzulkifli
Sheikh Salleh, Sheikh Husain
author_sort Salam, Md. Sah
title Pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran.
title_short Pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran.
title_full Pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran.
title_fullStr Pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran.
title_full_unstemmed Pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran.
title_sort pengecaman sebutan digit menggunakan rangkaian neural : satu kajian terhadap carian bilangan nod. tersembunyi dan parameter pembelajaran.
publisher Penerbit UTM Press
publishDate 2000
url http://eprints.utm.my/id/eprint/8710/1/MdSahHjSalam2000_PengecamanSebutanDigitMenggunakanRangkaian_2.pdf
http://eprints.utm.my/id/eprint/8710/
_version_ 1643645051590410240
score 13.211869

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