The Qur'an was revealed through the Prophet Muhammad SAW is a guide from Allah for all Muslims. Generally, many people can only read, but they do not understand the content of their reading. Therefore we need a translator system of the Qur'an in the form of audio (sound) to facilitate the reader to understand its contents. This application system used a file format of wave (.wav) for its audio file. In the study of the Surah Yasin, the Verse translation system used a comparison of two methods, namely the Wavelet method and the Fourier method. The stages in this research method were: literature study, collecting surah Yasin samples, system design, system implementation, system testing and comparison of accuracy results between the Wavelet and Fourier transform methods. The output of this study was the translation of the surah Yasin. Both the implementation of the Wavelet and Fourier methods for verse translation in surah Yasin were different. Wavelet detection was 72.9%, while the Fourier was only 43.7%. These data illustrated that the accuracy of the Wavelet method was better than the Fourier in the translation application system of verse Yasin..
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