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Malay continuous speech recognition using continuous density hidden Markov model
Published 2007“…This thesis describes the investigation of the use of Continuous Density Hidden Markov Model (CDHMM) for Malay Automatic Speech Recognition (ASR). …”
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Thesis -
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New learning algorithm based on Hidden Markov Model (HMM) as stochastic modelling for pattern calssification
Published 2009“…This study investigates the use discriminative training methods of minimum classification error (MCE) to estimate the parameter of hidden Markov model (HMM). The conventional training of HMM is based on the maximum likelihood estimation (MLE) which aims to model the true probabilistic distribution of the data in term of maximizing the likelihood. …”
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Monograph -
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Application of Malay speech technology in Malay speech therapy assistance tools
Published 2007“…In this project, speech recognition system utilizes the Hidden Markov Model (HMM) technique for evaluating speech problem for children such as stuttering. …”
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Book Section -
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Application of Malay speech technology in Malay speech therapy assistance tools
Published 2007“…In this project, speech recognition system utilizes the Hidden Markov Model (HMM) technique for evaluating speech problem for children such as stuttering. …”
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Conference or Workshop Item -
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Malay sign language gesture recognition system
Published 2007“…This Human-Computer Interaction system is able to recognize 25 common words signing in Bahasa Isyarat Malaysia (BIM) by using the Hidden Markov Models (HMM) method. Both hands are involved to perform the BIM with all the sensors connect wirelessly to a PC with a Bluetooth module. …”
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Conference or Workshop Item