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All Journal JITK (Jurnal Ilmu Pengetahuan dan Komputer) Dinamisia: Jurnal Pengabdian Kepada Masyarakat Informatika : Jurnal Informatika, Manajemen dan Komputer Jurnal ICT : Information Communication & Technology Dedikasi Sains dan Teknologi (DST) Jurnal J-PEMAS Internet of Things and Artificial Intelligence Journal Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS The Indonesian Journal of Computer Science
Budy Satria
Institut Teknologi Mitra Gama
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Journal : Internet of Things and Artificial Intelligence Journal

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Identification of Tajweed Recognition using Wavelet Packet Adaptive Network based on Fuzzy Inference Systems (WPANFIS) Ratu Mutiara Siregar; Budy Satria; Andi Prayogi; Muhammad Akbar Syahbana Pane; Elsa Elvira Awal; Yessi Ratna Sari
Internet of Things and Artificial Intelligence Journal Vol. 4 No. 1 (2024): Volume 4 Issue 1, 2024 [February]
Publisher : Association for Scientific Computing, Electronics, and Engineering (ASCEE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31763/iota.v4i1.703

Abstract

This research aims to develop a system capable of processing voice input to recognize Al-Quran reading by recitation of Tajwid, using wavelet signal extraction and classification of Tajwid rules using ANFIS. The process stages include data acquisition, audio data pre-processing, extraction using wavelet packets, division of training data and test data, and classification. The data obtained were 20 observations from 10 observations carried out in data pre-processing. The wavelet decomposition process produces six main features as ANFIS input variables and 64 rules. Then the data was separated into 17 observations for training data and three for testing data. The test results obtained from the training that had been carried out produced plots that were too fit; in this experiment, the WPANFIS classification model got 100% appropriate classification and SSE values that were the same as the training result, 0.00081225.
Co-Authors Abdussalam Al Akbar Acihmah Sidauruk Adi Prastya Afifah Nur Latifah Alex Rizky Saputra Alimuddin Yasin Andi Prayogi Astiti, Sarah Budi Permana Putra Chalida Hanum Darmansah Darmansah Dori Gusti Alex Candra Elfitra Elsa Elvira Awal Hafiz Mursalan Irman Efendi Irzon Meiditra Leonard Tambunan Muhammad Akbar Syahbana Pane Mulia Sulistiyono Nurcholis, Muhammad Tofa Nurdi Afrianto Raditya Wardhana Ratu Mutiara Siregar Resad Setyadi Sepriano Sepriano Teuku Radillah Teuku Radillah Tomy Nanda Putra Yessi Ratna Sari