Design and development of a high performance speech recognition system

This thesis presents the design and development of a single-layer perceptron neural network-based speech recognition system with a new approach towards speech feature transformation. The proposed State Transmission Matrix (STM) is able to address temporal pattern recognition problems arising from dy...

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Bibliographic Details
Main Author:	Yang, Song
Other Authors:	Er, Meng Joo
Format:	Theses and Dissertations
Published:	2008
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
Online Access:	http://hdl.handle.net/10356/3840
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-3840
record_format	dspace
spelling	sg-ntu-dr.10356-38402023-07-04T15:16:51Z Design and development of a high performance speech recognition system Yang, Song Er, Meng Joo School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing This thesis presents the design and development of a single-layer perceptron neural network-based speech recognition system with a new approach towards speech feature transformation. The proposed State Transmission Matrix (STM) is able to address temporal pattern recognition problems arising from dynamic nature of a human speech. Master of Engineering 2008-09-17T09:38:47Z 2008-09-17T09:38:47Z 2002 2002 Thesis http://hdl.handle.net/10356/3840 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Yang, Song Design and development of a high performance speech recognition system
description	This thesis presents the design and development of a single-layer perceptron neural network-based speech recognition system with a new approach towards speech feature transformation. The proposed State Transmission Matrix (STM) is able to address temporal pattern recognition problems arising from dynamic nature of a human speech.
author2	Er, Meng Joo
author_facet	Er, Meng Joo Yang, Song
format	Theses and Dissertations
author	Yang, Song
author_sort	Yang, Song
title	Design and development of a high performance speech recognition system
title_short	Design and development of a high performance speech recognition system
title_full	Design and development of a high performance speech recognition system
title_fullStr	Design and development of a high performance speech recognition system
title_full_unstemmed	Design and development of a high performance speech recognition system
title_sort	design and development of a high performance speech recognition system
publishDate	2008
url	http://hdl.handle.net/10356/3840
_version_	1772828105052782592

Design and development of a high performance speech recognition system

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