Professional Summary
I joined as junior lecturer at Informatics Department, Mathematics and Sciences Faculty, Syiah Kuala University on March 2019. I finished my master degree at Electrical Engineering and Computer Science, National Chiao Tung University in 2015. In October 2015 until January 2019, I worked as Senior Engineer in R&D DaVinci Innovation Lab, ASUSTek Computer Inc., Taipei.
My research areas are focused on Deep Learning for Speech Recognition. I am familiar with some toolkits to build speech recognition system e.g. Kaldi, Tensorflow, and Deep Speech. In addition, I am currently doing research on NLP to build recommendation system using Rasa toolkit.
Educational Background
2000 – 2015
S2
National Chiao Tung University
Ilmu Komputer
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2025
[
No-Q · Journal ]
SISTEM REKOMENDASI PEMILIHAN PROGRAM STUDI BERBASIS HYBRID MENGGUNAKAN PENDEKATAN DEEP LEARNING
Cyberspace: Jurnal Pendidikan Teknologi Informasi 9 (1), 75-87, 2025
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2025
[
No-Q · Journal ]
Design and Development of Website and Android-Based Aceh Biodiversity Applications
Jurnal Penelitian Pendidikan IPA 11 (4), 68-80, 2025
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2025
[
No-Q · Journal ]
Detection of DNS Spoofing Attacks on Campus Networks Using LightGBM with Hybrid Feature Selection (SelectKBest+ SHAP)
Brilliance: Research of Artificial Intelligence 5 (1), 298-304, 2025
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2024
[
No-Q · Journal ]
Evaluating geothermal power plant sites with additive ratio assessment: Case study of Mount Seulawah Agam, Indonesia
Heca Journal of Applied Sciences 2 (1), 19-26, 2024
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2024
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No-Q · Journal ]
Sistem Identifikasi Pembicara Berbahasa Indonesia Menggunakan X-Vector Embedding
Jurnal Teknologi Informasi dan Ilmu Komputer 11 (2), 369-376, 2024
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2024
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No-Q · Journal ]
Optimizing Geothermal Power Plant Locations in Indonesia: A Multi-Objective Optimization on The Basis of Ratio Analysis Approach
Infolitika Journal of Data Science 2 (1), 1-8, 2024
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2024
[
No-Q · Journal ]
Rancang Bangun Aplikasi Bank Sampah Universitas Syiah Kuala Berbasis Web
Journal of Electrical Engineering and Computer (JEECOM) 6 (1), 150-157, 2024
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2024
[
No-Q · Journal ]
Analisis Performa Segmentasi Citra MRI Tumor Otak dengan Arsitektur U-NET dan Res-UNet
J-SIGN 2 (2), 83-95, 2024
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2024
[
No-Q · Journal ]
Comparison of Support Vector Machine and Random Forest Methods on Sentinel-2A Imagery for Land Cover Identification in Banda Aceh City Using Google Earth Engine
The Indonesian Journal of Computer Science 13 (6), 2024
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2024
[
No-Q · Journal ]
Performance assessment of machine learning and transformer models for Indonesian multi-label hate speech detection
Infolitika Journal of Data Science 2 (2), 62-71, 2024
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2023
[
No-Q · Journal ]
Penerapan Aplikasi-Aplikasi Microsoft Office dan Google Docs dalam Upaya Peningkatan Media Pembelajaran di Madrasah Aliyah Negeri 5 Bireuen
PESARE: Jurnal Pengabdian Sains dan Rekayasa 1 (1), 106-115, 2023
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2023
[
No-Q · Journal ]
Model Kredibilitas Bhlmann-Straub untuk Frekuensi Klaim Berdistribusi Binomial Negatifâ"Lindley
Limits: Journal of Mathematics and Its Applications
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2023
[
No-Q · Journal ]
A Threshold-based Cloud Resource Allocation Framework with Quality of Services Considerations
Transcendent Journal of Mathematics and Applications 2 (1), 9-19, 2023
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2023
[
No-Q · Journal ]
Rancang Bangun Sistem Web Monitoring Kualitas Udara di Dalam Ruangan Menggunakan Logika Fuzzy
Cyberspace: Jurnal Pendidikan Teknologi Informasi 7 (1), 25-34, 2023
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2023
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No-Q · Journal ]
Penerapan Metode Human Centered Design Pada Perancangan Sistem Pengaduan Masyarakat Desa Berbasis Website
J-SIGN (Journal of Informatics, Information System, and Artificial ..., 2023
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Applied Computational Intelligence and Soft Computing
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2022
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No-Q · Journal ]
DETEKSI KATA TAK BAKU DAN KESALAHAN PENULISAN KATA PADA TUGAS AKHIR MAHASISWA MENGGUNAKAN METODE DICTIONARY LOOKUP
Cyberspace: Jurnal Pendidikan Teknologi Informasi 6 (2), 130-141, 2022
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2022
[
No-Q · Journal ]
Research Article Acoustic Model with Multiple Lexicon Types for Indonesian Speech Recognition
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2022
[
No-Q · Journal ]
Analisis Sentimen Menggunakan Arsitektur Long Short-Term Memory (LSTM) Terhadap Fenomena Citayam Fashion Week
Cyberspace: Jurnal Pendidikan Teknologi Informasi 6 (2), 86-94, 2022
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2020
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No-Q · Journal ]
ANALISA PROSES MIGRASI MYSQL NON-CLUSTER KE CLUSTER DALAM MENANGANI FAIL-OVER SISTEM AKADEMIK UNIVERSITAS SYIAH KUALA
Cyberspace: Jurnal Pendidikan Teknologi Informasi 4 (1), 40-49, 2020
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2019
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No-Q · Journal ]
Penerapan Time Delay Neural Network pada Model Akustik untuk Sistem Voice-to-Text Berbahasa Sunda
Journal of Data Analysis 2 (2), 61-70, 2020
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2011
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No-Q · Journal ]
Determining features of web documents and building a web classifier using support vector machine
Advances in Information Sciences and Service Sciences
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[
No-Q · Journal ]
On this page
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2025
[
Q3 · Book Series ]
Dysarthric Speech Recognition System with Life-Long Learning Technique in Taiwanese Mandarin
International Conference on Data Science and Artificial Intelligence, 17-31, 2024
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2024
[
Q3 · Conference Proceedin ]
Implementation of Virtual Try-On for Clothing Products Using Deep Learning Methods
ICELTICS 1 (-), -, 2024
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2024
[
Q3 · Conference Proceedin ]
Comparative Analysis of XGBoost and Random Forest for Used Car Price Prediction
2024 International Conference on Electrical Engineering and Informatics ..., 2024
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2024
[
Q3 · Conference Proceedin ]
Developing a Classification Model for Early Stage Alzheimer's Detection Using MRI Images with Deep Learning Methods
2024 International Conference on Electrical Engineering and Informatics ..., 2024
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2024
[
Q3 · Conference Proceedin ]
Emotion Classification for the 2024 General Election Using Lexicon Approach and Deep Learning Algorithm
2024 International Conference on Electrical Engineering and Informatics ..., 2024
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2024
[
Q3 · Conference Proceedin ]
Deep Learning Approaches for Fire and Smoke Detection: A Comparative Study of CNN and MLP
2024 International Conference on Electrical Engineering and Informatics ..., 2024
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2024
[
Q3 · Conference Proceedin ]
Leveraging Advanced Vision-Language Model in Medical Visual Question Answering
2024 International Conference on Electrical Engineering and Informatics ..., 2024
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2024
[
No-Q · Conference Proceedin ]
Building an Object Detection Model for Defects in Printed Circuit Boards using Convolutional Neural Network
2024 Ninth International Conference on Informatics and Computing (ICIC), 1-6, 2024
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2024
[
No-Q · Conference Proceedin ]
Traffic Sign Recognition Using Deep Learning with Interactive Voice Output for Drivers
2024 Ninth International Conference on Informatics and Computing (ICIC), 1-6, 2024
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2023
[
No-Q · Conference Proceedin ]
Design and Development of the Aceh Biodiversity Android Application
2023 Eighth International Conference on Informatics and Computing (ICIC), 1-6, 2023
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2022
[
No-Q · Conference Proceedin ]
Voice-Zikr: A Speech Recognition System Implementation for Hands-Free Zikr Based on Deep Learning
2022 IEEE International Conference on Cybernetics and Computational ..., 2022
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2021
[
No-Q · Conference Proceedin ]
Customized Acoustic Model using Low-Resource Indonesian Speech Dataset for Short Command Speech Recognition System
2021 International Conference on Computer System, Information Technology ..., 2021
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2021
[
No-Q · Conference Proceedin ]
Effectiveness of Data Augmentation in Multi-class Face Recognition
2021 5TH INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTATIONAL SCIENCES (ICICOS 2021)
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2020
[
No-Q · Conference Proceedin ]
Deep Neural Network for Automatic Speech Recognition from Indonesian Audio using Several Lexicon Types
2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020)
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2020
[
No-Q · Conference Proceedin ]
Improving Acoustic Models for Dysarthric Speech Recognition using Time Delay Neural Networks
2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020)
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2020
[
No-Q · Conference Proceedin ]
Multi-Classes Emotion Detection for Unbalanced Indonesian Tweets
2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020)
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2018
[
No-Q · Conference Proceedings ]
Robust network structures for acoustic model on chime5 challenge dataset
Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, 2018
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2016 10TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING (ISCSLP)
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2022
Aplikasi Voice-Zikr (Teknologi Penghitung Zikir Menggunakan Suara) Berbasis Mobile
EC00202227856
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