Isolated Malay speech recognition using fuzzy logic

Artificial intelligence (AI) is one of the method that human use to communicate between human and computer. There are a lot of applications has been produces by AI approach such as medical diagnosis, proving mathematical theorems and autonomous vehicle. Many methods and approach has been used by res...

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Bibliographic Details
Main Author:	Normiza, Mohd Yusof
Format:	Undergraduates Project Papers
Language:	English
Published:	2019
Subjects:	QA75 Electronic computers. Computer science QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/26989/ http://umpir.ump.edu.my/id/eprint/26989/ http://umpir.ump.edu.my/id/eprint/26989/1/Isolated%20Malay%20speech%20recognition%20using%20fuzzy.pdf

id	ump-26989
recordtype	eprints
spelling	ump-269892019-12-18T03:10:10Z http://umpir.ump.edu.my/id/eprint/26989/ Isolated Malay speech recognition using fuzzy logic Normiza, Mohd Yusof QA75 Electronic computers. Computer science QA76 Computer software Artificial intelligence (AI) is one of the method that human use to communicate between human and computer. There are a lot of applications has been produces by AI approach such as medical diagnosis, proving mathematical theorems and autonomous vehicle. Many methods and approach has been used by researcher to develop speech recognition system such as neural network and Hidden Markov Model. This research aim is to develop a isolated Malay speech recognition using Fuzzy Logic method. This research is focused on six isolated words which is empat (four), lapan (eight), rekod (record), tidak (no), tujuh (seven), and tutup (close). This research is also focused on the development of fuzzy rules between each words. The evaluation process is measured based on the accuracy rate between the previous method using Hidden Markov Model. The result show that 75% speech recognition accuracy rate using fuzzy logic method. 2019-01 Undergraduates Project Papers NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/26989/1/Isolated%20Malay%20speech%20recognition%20using%20fuzzy.pdf Normiza, Mohd Yusof (2019) Isolated Malay speech recognition using fuzzy logic. Faculty of Computer System & Software Engineering, Universiti Malaysia Pahang. http://fypro.ump.edu.my/ethesis/index.php
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science QA76 Computer software
spellingShingle	QA75 Electronic computers. Computer science QA76 Computer software Normiza, Mohd Yusof Isolated Malay speech recognition using fuzzy logic
description	Artificial intelligence (AI) is one of the method that human use to communicate between human and computer. There are a lot of applications has been produces by AI approach such as medical diagnosis, proving mathematical theorems and autonomous vehicle. Many methods and approach has been used by researcher to develop speech recognition system such as neural network and Hidden Markov Model. This research aim is to develop a isolated Malay speech recognition using Fuzzy Logic method. This research is focused on six isolated words which is empat (four), lapan (eight), rekod (record), tidak (no), tujuh (seven), and tutup (close). This research is also focused on the development of fuzzy rules between each words. The evaluation process is measured based on the accuracy rate between the previous method using Hidden Markov Model. The result show that 75% speech recognition accuracy rate using fuzzy logic method.
format	Undergraduates Project Papers
author	Normiza, Mohd Yusof
author_facet	Normiza, Mohd Yusof
author_sort	Normiza, Mohd Yusof
title	Isolated Malay speech recognition using fuzzy logic
title_short	Isolated Malay speech recognition using fuzzy logic
title_full	Isolated Malay speech recognition using fuzzy logic
title_fullStr	Isolated Malay speech recognition using fuzzy logic
title_full_unstemmed	Isolated Malay speech recognition using fuzzy logic
title_sort	isolated malay speech recognition using fuzzy logic
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/26989/ http://umpir.ump.edu.my/id/eprint/26989/ http://umpir.ump.edu.my/id/eprint/26989/1/Isolated%20Malay%20speech%20recognition%20using%20fuzzy.pdf
first_indexed	2023-09-18T22:42:21Z
last_indexed	2023-09-18T22:42:21Z
_version_	1777416999072169984

Isolated Malay speech recognition using fuzzy logic

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