Speech to Text Translation for Malay Language

6th International Conference on Mechatronics

机械制造;无线电电子学

Ali Al-Khulaidi, Rami^1 ; Akmeliawati, Rini^1

International Islamic University Malaysia, Department of Mechatronics Engineering, Jalan Gombak, Kuala Lumpur, Selangor

53100, Malaysia^1

关键词: Computer entertainment;    Confusion matrices;    Flexible platforms;    Malay languages;    Overall accuracies;    Software program;    Speech recognition systems;    Speech to texts;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/260/1/012042/pdf
DOI  :  10.1088/1757-899X/260/1/012042

来源: IOP

【 摘 要 】

The speech recognition system is a front end and a back-end process that receives an audio signal uttered by a speaker and converts it into a text transcription. The speech system can be used in several fields including: therapeutic technology, education, social robotics and computer entertainments. In most cases in control tasks, which is the purpose of proposing our system, wherein the speed of performance and response concern as the system should integrate with other controlling platforms such as in voiced controlled robots. Therefore, the need for flexible platforms, that can be easily edited to jibe with functionality of the surroundings, came to the scene; unlike other software programs that require recording audios and multiple training for every entry such as MATLAB and Phoenix. In this paper, a speech recognition system for Malay language is implemented using Microsoft Visual Studio C#. 90 (ninety) Malay phrases were tested by 10 (ten) speakers from both genders in different contexts. The result shows that the overall accuracy (calculated from Confusion Matrix) is satisfactory as it is 92.69%.