Nouman Ijaz received their B.S. degree in Electronics Engineering from the International Islamic University, Islamabad, Pakistan, in 2018 and a Master's degree in Information and Communication Engineering from the South China University of Technology, Guangzhou, China, in 2023. Currently, he is pursuing a Ph.D. degree in Electrical and Computer Engineering from the University of Ulsan, South Korea. He worked as a research assistant at the University of Engineering and Technology, Taxila, Pakistan, in 2019. His research interests include acoustic event detection, machine learning, deep learning, and sensor fault analysis.