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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| Format: | Article |
| Language: | English |
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Penerbit UTM Press
2000
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| Online Access: | http://eprints.utm.my/8710/ http://eprints.utm.my/8710/1/MdSahHjSalam2000_PengecamanSebutanDigitMenggunakanRangkaian_2.pdf |
| _version_ | 1848891748103749632 |
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| 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 |
| building | UTeM Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T21:02:53Z |
| format | Article |
| id | utm-8710 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T21:02:53Z |
| publishDate | 2000 |
| publisher | Penerbit UTM Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-87102017-11-01T04:17:52Z http://eprints.utm.my/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/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 |
| 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. |
| title | 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_short | 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. |
| topic | QA75 Electronic computers. Computer science |
| url | http://eprints.utm.my/8710/ http://eprints.utm.my/8710/1/MdSahHjSalam2000_PengecamanSebutanDigitMenggunakanRangkaian_2.pdf |