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This paper proposes an approach on implementing a Text to Speech system for Sinhala language using MaryTTS framework. In this project, a set of rules for mapping text to sound were identified and proceeded with Unit selection mechanism. The datasets used for this study were gathered from newspaper articles and the corresponding sentences were recorded by a professional speaker. User level evaluation was conducted with 20 candidates, where the intelligibility and the naturalness of the developeddoi:10.21437/sltu.2018-33 dblp:conf/sltu/NanayakkaraLVNP18 fatcat:6sbqkvyfzvdxvav4azm66dlnqa