Internet of Things and Artificial Intelligence Journal
Vol. 4 No. 1 (2024): Volume 4 Issue 1, 2024 [February]

Identification of Tajweed Recognition using Wavelet Packet Adaptive Network based on Fuzzy Inference Systems (WPANFIS)

Ratu Mutiara Siregar (Institut Teknologi Sawit Indonesia)
Budy Satria (Institut Teknologi Mitra Gama)
Andi Prayogi (Institut Teknologi Sawit Indonesia)
Muhammad Akbar Syahbana Pane (Institut Teknologi Sawit Indonesia)
Elsa Elvira Awal (Universitas Buana Perjuangan Karawang)
Yessi Ratna Sari (Universitas Lancang Kuning)

Article Info

Publish Date
26 Jan 2024

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.

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Journal Info
Internet of Things and Artificial Intelligence Journal
Website

Abbrev

iota

Publisher

Association for Scientic Computing Electronics and Engineering

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering

Description

Internet of Things and Artificial Intelligence Journal (IOTA) is a journal that is officially under the auspices of the Association for Scientific Computing, Electronics, and Engineering (ASCEE), Internet of Things and Artificial Intelligence Journal is a journal that focuses on the Internet of ...