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Spoken Malay language influence on automatic transcription and segmentation


Husni, Husniza and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2013) Spoken Malay language influence on automatic transcription and segmentation. In: 4th International Conference on Computing and Informatics (ICOCI 2013), 28 -30 August 2013, Kuching, Sarawak, Malaysia.

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Abstract

The influence of Malay language into modeling a Malay speech lexicon can be potentially useful for a more accurate transcription and segmentation.The problem arises when trying to discriminate the boundaries between similar sounding phonemes for segmentation, especially in dyslexic children‘s speech when reading, which have been influenced by the surrounding phonemes (before and after) thus making it harder to distinguish.Hence, this paper explores the need to model spoken Malay into the read speech lexical model that takes into consideration context-dependent model.By modeling spoken Malay language into the lexical model, better transcription can potentially be achieved with regards to the speech data with highly phonetically similar reading errors.

Item Type: Conference or Workshop Item (Paper)
Additional Information: ISBN: 9789832078791 Organized by: Universiti Utara Malaysia
Uncontrolled Keywords: Malay automatic speech transcription, Malay phonetic segmentation, Malay language system, accuracy of transcription and labeling
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: College of Arts and Sciences
Depositing User: Dr. Husniza Husni
Date Deposited: 24 Aug 2014 03:05
Last Modified: 24 Aug 2014 03:05
URI: http://repo.uum.edu.my/id/eprint/11984

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