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English digits speech recognition system based on hidden Markov Models

Gunawan, Teddy Surya and Abushariah, Ahmad A. M. and Khalifa, Othman Omran (2011) English digits speech recognition system based on hidden Markov Models. In: Human Behaviour Recognition, Identification and Computer Interaction. IIUM Press, Kuala Lumpur, pp. 244-254. ISBN 978-967-418-156-7

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The field of Automatic Speech Recognition (ASR) is about 60 years old. There have been many interesting advances and developments since the invention of the first speech recognizer at Bell Labs in the early 1950' s. The development of ASR increased gradually until the invention of Hidden Markov Models (HMM) in early 1970's. Researchers' contribution were to make use of ASR technology to what can be seen nowadays of various advancements in fields like multi-modal, multi-linguaVcross-lingual ASR using statistical techniques such as HMM, SVM, neural network, etc [1].

Item Type: Book Chapter
Additional Information: 5588/21659
Uncontrolled Keywords: English digits speech recognition, Hidden Markov Models
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User: Prof. Dr. Teddy Surya Gunawan
Date Deposited: 05 Sep 2012 16:19
Last Modified: 19 Nov 2020 09:40
URI: http://irep.iium.edu.my/id/eprint/21659

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