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Malay Speech Recognition for Different Ethnic Speakers: An Exploratory Study

机译:不同种族演讲者的马来语演讲识别:探索性研究

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Speech technology has become an alternative medium of communication. It could help those on smart wheelchair to use their voice to ease their movements from one location to another. However, most of the speech technology that has been developed is based on the English language and limited for other languages. This project contributes to the literature by developing a program on speech technology for Malay speech recognition using Visual C# to determine the quality of the program in advancing the state-of-the-art. The developed program has been tested using the speech by 13 subjects from different ethnic backgrounds to evaluate its quality and limitations. Results indicate that the voice, including the volume, accent and word emphasis to be important elements in influencing the quality of recognition.
机译:语音技术已成为替代沟通媒介。它可以帮助智能轮椅上的那些,以便使用他们的声音来缓解他们从一个地点的运动到另一个位置。但是,已经开发的大多数语音技术都基于英语语言和有限的其他语言。该项目通过在使用Visual C#上制定马来语音识别的语音技术方案来促进文献,以确定推进最先进的方案的质量。已经使用不同种族背景的13个科目的演讲测试了开发的程序,以评估其质量和限制。结果表明,语音,包括体积,重音和字,强调影响识别质量的重要元素。

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