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<!DOCTYPE html>
<html lang="en">
<head>
<meta name="google-site-verification" content="XWWSoOOOvjL2eiB1G7jfkM6c2Z-rXZyBmSPSG9jO3aA" />
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<title>SEAT-Lab @ Purdue - Sensor, Electro-Acoustics Technology Laboratory</title>
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object-fit: contain !important;
}
}
/* Critical CSS for immediate styling */
:root {
--primary-color: #8e6f3e;
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--text-primary: #000000;
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body {
font-family: 'Inter', -apple-system, BlinkMacSystemFont, sans-serif;
margin: 0;
padding: 0;
padding-top: 60px;
background-color: var(--background);
color: var(--text-primary);
}
header {
background: linear-gradient(135deg, var(--primary-color) 0%, var(--secondary-color) 100%);
color: white;
text-align: center;
padding: 3rem 2rem 2rem;
margin-top: -60px;
}
.education-card, .skill-category, .timeline-content, .project-card, .overview-card {
background: var(--background);
border: 1px solid var(--border-color);
border-radius: var(--border-radius-lg);
padding: 1.5rem;
box-shadow: var(--shadow-md);
margin-bottom: 1rem;
}
.contact-link {
display: inline-flex;
align-items: center;
gap: 0.5rem;
color: white;
text-decoration: none;
padding: 0.75rem 1.25rem;
background: rgba(255, 255, 255, 0.1);
border-radius: 8px;
margin: 0.5rem;
font-weight: 500;
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</style>
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<meta name="description" content="SEAT-Lab @ Purdue - Sensor, Electro-Acoustics Technology Laboratory. Leading research in audio engineering, electroacoustics, and sensor technology at Purdue University.">
</head>
<body>
<header>
<div class="header-content">
<div class="hero-text">
<h1>SEAT-Lab @ Purdue</h1>
<p class="subtitle">Sensor, Electro-Acoustics Technology Laboratory at Purdue University West Lafayette</p>
</div>
</div>
</header>
<nav>
<div class="nav-container">
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<a href="#top" class="mobile-home-icon" aria-label="Home">
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<ul class="nav-links">
<li><a href="#about-lab">Home</a></li>
<li><a href="#people">People</a></li>
<li><a href="#collaborators">Collaborators</a></li>
<li><a href="#research">Research</a></li>
<li><a href="#projects">Projects</a></li>
<li><a href="#publications">Publications</a></li>
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<h2><i class="fas fa-flask"></i> About Us</h2>
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<div class="overview-card full-width">
<p>
The Sensor, Electro-Acoustics Technology Laboratory (SEAT-Lab) at Purdue University is dedicated to developing useful sensor technologies in the field of electro-acoustics and beyond, which can benefit individuals, communities, and society.
</p>
<p>
Our multidisciplinary research spans hearing mechanics, future healthcare applications, MEMS technology, electromagnetics, acoustics, and embedded IoT systems, bridging computer, electrical, and mechanical engineering domains.
</p>
</div>
</div>
</section>
<section id="people" class="content-section">
<h2><i class="fas fa-users"></i> Our Team</h2>
<div class="section-content">
<div class="people-grid">
<!-- Faculty Professor -->
<div class="person-card">
<div class="person-info">
<h3>Faculty Professor</h3>
<p class="person-name">Dr. Noori Kim</p>
<p class="person-title">Assistant Professor, School of Engineering Technology</p>
<p class="person-description">
Dr. Kim earned her PhD in Electrical and Computer Engineering from the University of Illinois Urbana-Champaign and worked as a research fellow at Nanyang Technological University (Singapore). Her multidisciplinary research interests include Hearing Mechanics, Future Healthcare, MEMS, Electromagnetics, Acoustics, and Embedded Systems (IoT).
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<a href="mailto:kim4147@purdue.edu" class="person-link">
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<i class="fas fa-user-tie"></i> Dr. Kim
</a>
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<!-- Graduate Students -->
<div class="person-card">
<div class="person-info">
<h3>Graduate Students</h3>
<div class="researcher-list">
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<div class="researcher-header">
<div class="researcher-basic-info">
<p class="person-name">Jungjoo You</p>
<p class="person-focus">MS Student in Engineering Technology (Co-supervised with Dr. Zhang)</p>
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Jungjoo is a master's student in Engineering Technology, working under the supervision of Dr. Zhang and Dr. Kim. His research focuses on developing a closed-loop control system prototype for tapered glass nanotube production, with an emphasis on achieving precise control of the orifice dimensions within the tapered glass tube. He previously earned dual Bachelor's degrees in Mechatronic Engineering Technology and Robotics Engineering Technology from Purdue University. Jungjoo is currently fulfilling his military service in South Korea and is expected to resume his MS studies in 2026.
</p>
<div class="person-links">
<a href="mailto:you72@purdue.edu" class="person-link">
<i class="fas fa-envelope"></i> Contact
</a>
<a href="https://www.linkedin.com/in/jungjoo-you/" target="_blank" class="person-link">
<i class="fab fa-linkedin"></i> LinkedIn
</a>
<a href="https://polytechnic.purdue.edu/profile/hhzhang" target="_blank" class="person-link">
<i class="fas fa-user-tie"></i> Dr. Zhang
</a>
</div>
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</div>
<div class="researcher-item">
<div class="researcher-header">
<div class="researcher-basic-info">
<p class="person-name">Therese B Malinowski</p>
<p class="person-focus">MS Student in Mechanical Engineering Technology (Co-supervised with Dr. French)</p>
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<p class="person-description">
Therese is a master's student in Mechanical Engineering Technology, conducting research in structural acoustics under the supervision of Dr. Mark French, in collaboration with Dr. Kim. She previously graduated with distinction from Purdue University with two bachelor's degrees, in aerospace engineering and music technology. Currently, she is an engineering consultant with Purdue Technical Assistance Program in Manufacturing Engineering Partnerships, serving Indiana industries. Her research focuses on the spectral design of orchestral chime instruments.
</p>
<div class="person-links">
<a href="mailto:tmalinow@purdue.edu" class="person-link">
<i class="fas fa-envelope"></i> Contact
</a>
<a href="https://www.linkedin.com/in/t-malinowski/" target="_blank" class="person-link">
<i class="fab fa-linkedin"></i> LinkedIn
</a>
<a href="https://polytechnic.purdue.edu/profile/rmfrench" target="_blank" class="person-link">
<i class="fas fa-user-tie"></i> Dr. French
</a>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- Undergraduate and Visiting Scholar -->
<div class="person-card">
<div class="person-info">
<h3>Undergraduate and Visiting Scholar</h3>
<div class="researcher-list">
<div class="researcher-item">
<div class="researcher-header">
<div class="researcher-basic-info">
<p class="person-name">Sabatus Djordje</p>
<p class="person-focus">Visiting Scholar - Electrical Engineering, University of Belgrade</p>
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Sabatus is a senior student in Electrical Engineering, specializing in Signals and Systems at the University of Belgrade, and a visiting scholar in the SEAT Lab at Purdue University. His work focuses on data analysis and visualization to uncover hearing health disparities across the United States. He investigates hearing health trends and contributes to shaping evidence-based public health recommendations.
</p>
<div class="person-links">
<a href="mailto:dsabatus@purdue.edu" class="person-link">
<i class="fas fa-envelope"></i> Contact
</a>
</div>
</div>
</div>
<div class="researcher-item">
<p class="person-name">Kevin Kim</p>
<p class="person-focus">Research Assistant</p>
</div>
<div class="researcher-item">
<p class="person-name">Keisuke Alexander Nakamura</p>
<p class="person-focus">Research Assistant</p>
</div>
</div>
</div>
</div>
<!-- Alumni -->
<div class="person-card">
<div class="person-info">
<h3>Alumni</h3>
<div class="researcher-list">
<div class="researcher-item">
<div class="researcher-header">
<div class="researcher-basic-info">
<p class="person-name">Nicolas Wacyk</p>
<p class="person-focus">M.S. Engineering Technology, May 2025, B.S. Audio Engineering Technology, May 2023 - Product Design Engineer at PUI Audio</p>
</div>
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<p class="person-description">
Nick earned his Master of Science in Engineering Technology from Purdue University in May 2025. He also holds a Bachelor’s degree in Audio Engineering Technology from Purdue. His graduate research, supervised by Dr. Daniel Leon-Salas with support from Dr. Kim, focused on implementing animal vocalization classification on low-power FPGA hardware. Besides, he also compared the performance of several deep learning models for the task of classifying musical instruments present in audio, which was presented and published at IEEE TENCON 2024 in Singapore. Nick is currently a Product Design Engineer at PUI Audio, where he develops demo and evaluation boards and leads efforts to introduce new components—including speakers, microphones, and sensors—into the company’s product portfolio.
<div class="person-links">
<a href="mailto:nick.wacyk@gmail.com" class="person-link">
<i class="fas fa-envelope"></i> Contact
</a>
<a href="https://linkedin.com/in/nicolas-wacyk/" target="_blank" class="person-link">
<i class="fab fa-linkedin"></i> LinkedIn
</a>
<a href="https://puiaudio.com/" target="_blank" class="person-link">
<i class="fas fa-globe"></i> PUI Audio
</a>
</div>
</div>
</div>
<div class="researcher-item">
<div class="researcher-header">
<div class="researcher-basic-info">
<p class="person-name">Akshat Shrivastava</p>
<p class="person-focus">B.S. Robotics Engineering Technology, May 2025 - Robotics Engineer at Foundation Robotics</p>
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Akshat graduated from Purdue University in May 2025 with a major in Robotics Technology. His work at SEAT lab focused on vibration detection and damping, where he built a test bench with sensors and actuators to study vibration behavior. He also worked on other robotic projects during his time at Purdue. Akshat gained industry experience at Tesla and Cummins. He is now working in San Francisco at Foundation Robotics as a Robotics Engineer.
</p>
<div class="person-links">
<a href="mailto:akshat130301@gmail.com" class="person-link">
<i class="fas fa-envelope"></i> Contact
</a>
<a href="https://linkedin.com/in/akshatshrivastava13" target="_blank" class="person-link">
<i class="fab fa-linkedin"></i> LinkedIn
</a>
<a href="https://foundation.bot" target="_blank" class="person-link">
<i class="fas fa-globe"></i> Foundation Robotics
</a>
</div>
</div>
</div>
<div class="researcher-item">
<div class="researcher-header">
<div class="researcher-basic-info">
<p class="person-name">Tobias Yoo</p>
<p class="person-focus">B.S. Electrical and Audio Engineering Technology, May 2024 - Embedded Software Engineer at BAE Systems</p>
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Tobi graduated with a degree in Electrical and Audio Engineering Technology in May of 2024. His work at SEAT Lab involved collecting rudimentary test data with earphones with various acoustic loads, data parsing, and visualization. At Purdue, he focused on digital electronics and signal processing. He now works at BAE Systems Inc. as an Embedded Software Engineer.
</p>
<div class="person-links">
<a href="mailto:truetobiyoo@gmail.com" class="person-link">
<i class="fas fa-envelope"></i> Contact
</a>
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<i class="fab fa-linkedin"></i> LinkedIn
</a>
<a href="https://www.baesystems.com/en" target="_blank" class="person-link">
<i class="fas fa-globe"></i> BAE Systems
</a>
</div>
</div>
</div>
<div class="researcher-item">
<div class="researcher-header">
<div class="researcher-basic-info">
<p class="person-name">Max Chen</p>
<p class="person-focus">B.S. Robotics Engineering Technology, May 2025</p>
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<p class="person-description">
Max graduated with a degree in Robotics Technology in May 2025. During his time at the SEAT Lab, he worked on developing a system for collecting earphone data under various acoustic loads, along with data parsing, visualization, and related tasks.
</p>
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<a href="mailto:ckyb63@gmail.com subject=SEAT-Lab" class="person-link">
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<h2><i class="fas fa-handshake"></i> Collaborators</h2>
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<!-- Purdue University Collaborators -->
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<h3><i class="fas fa-university"></i> Purdue University</h3>
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<div class="collaborator-basic-info">
<h4>Dr. Joshua Alexander</h4>
<p class="collaborator-department">Associate Professor, Department of Speech, Language, and Hearing Sciences</p>
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<p class="collaborator-focus">Project: OAE probe development</p>
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<a href="https://web.ics.purdue.edu/~alexan14/" target="_blank" class="collaborator-link">
<i class="fas fa-globe"></i> Website
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<h4>Dr. Qingchun Li</h4>
<p class="collaborator-department">Assistant Professor, School of Construction Management Technology</p>
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<p class="collaborator-focus">Project: Hearing Health and Infrastructure</p>
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<div class="collaborator-header">
<div class="collaborator-basic-info">
<h4>Dr. Walter Leon-Salas</h4>
<p class="collaborator-department">Associate Professor, School of Engineering Technology</p>
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<p class="collaborator-focus">Project: Acoustic signals and Microphone Array</p>
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<a href="https://web.ics.purdue.edu/~wleonsal/index.html" target="_blank" class="collaborator-link">
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<h4>Dr. Moon Seung Ki</h4>
<p class="collaborator-department">Associate Professor, School of Mechanical & Aerospace Engineering<br>
Assistant Chair (Research), School of Mechanical and Aerospace Engineering (MAE)<br>
Nanyang Technological University, Singapore</p>
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<div class="collaborator-basic-info">
<h4>Dr. Yong Jin Yoon</h4>
<p class="collaborator-department">Professor, Department of Mechanical Engineering<br>
Korea Advanced Institute of Science and Technology (KAIST), South Korea</p>
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<div class="collaborator-header">
<div class="collaborator-basic-info">
<h4>Dr. Mingsian R. Bai</h4>
<p class="collaborator-department">Chair Professor, Department of Power Mechanical Engineering and Electrical Engineering<br>
National Tsing Hua University, Taiwan</p>
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<div class="collaborator-basic-info">
<h4>Dr. SeEun Oh</h4>
<p class="collaborator-department">Assistant Professor, Department of Computer Science and Engineering<br>
Ewha Womans University, South Korea</p>
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<i class="fas fa-globe"></i> Website
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</section>
<section id="research" class="content-section">
<h2><i class="fas fa-microscope"></i> Research focuses</h2>
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<div class="skills-grid">
<div class="skill-category">
<h3><i class="fas fa-ear-listen"></i> Hearing Mechanics</h3>
<div class="skill-tags">
<span class="skill-tag primary">Auditory Systems</span>
<span class="skill-tag primary">Acoustic Analysis</span>
<span class="skill-tag">Hearing Research</span>
<span class="skill-tag">Signal Processing</span>
</div>
</div>
<div class="skill-category">
<h3><i class="fas fa-microchip"></i> MEMS & Electromagnetics</h3>
<div class="skill-tags">
<span class="skill-tag primary">MEMS Design</span>
<span class="skill-tag">Electromagnetic Sensors</span>
<span class="skill-tag">Microfabrication</span>
<span class="skill-tag">RF Systems</span>
<span class="skill-tag">Sensor Integration</span>
</div>
</div>
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<h3><i class="fas fa-brain"></i> Data Science & Machine Learning</h3>
<div class="skill-tags">
<span class="skill-tag primary">Neural Networks</span>
<span class="skill-tag primary">Data Analysis</span>
<span class="skill-tag">Impedance Features</span>
<span class="skill-tag">Visualization</span>
<span class="skill-tag">Pattern Recognition</span>
</div>
</div>
</div>
</div>
</section>
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<h2><i class="fas fa-project-diagram"></i> Featured Projects</h2>
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<div class="project-preview-header">
<h3>Speaker-as-Sensor Technology</h3>
</div>
<p class="project-preview-description">
Developing innovative methods to use speakers as sensors for detecting acoustic loads using dense neural networks and impedance analysis.
</p>
<div class="project-preview-tech">
<span class="tech-tag">Machine Learning</span>
<span class="tech-tag">Signal Processing</span>
<span class="tech-tag">Acoustics</span>
</div>
</div>
<div class="project-preview-card">
<div class="project-preview-header">
<h3>Electroacoustic Coupling Investigation</h3>
</div>
<p class="project-preview-description">
Fundamental research exploring the complex relationships between acoustical loads and electrical impedance in audio transducers. This work aims to advance our understanding of electroacoustic coupling phenomena and develop new measurement methodologies.
</p>
<div class="project-preview-tech">
<span class="tech-tag">Data Analysis</span>
<span class="tech-tag">Visualization</span>
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<section id="publications" class="content-section">
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<h2><i class="fas fa-file-alt"></i> Publications</h2>
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<!-- Recent Publications (2024-2025) -->
<div class="publication-highlight-card">
<div class="publication-year-badge">2025</div>
<div class="publication-content">
<h4>Domain-Adapted Automatic Speech Recognition with Deep Neural Networks for Enhanced Speech Intelligibility Prediction</h4>
<p class="publication-authors">Jeon, H., Hong, J., Hong, S., Kang, H., Kim, B., Oh, S.E., Kim, N.</p>
<p class="publication-venue">The 6th Clarity Workshop on Improving Speech-in-Noise for Hearing Devices (Clarity-2025), 15-17</p>
<div class="publication-tags">
<span class="pub-tag">Machine Learning</span>
<span class="pub-tag">Deep Neural Networks</span>
<span class="pub-tag">Hearing Aids</span>
</div>
<div class="publication-links">
<a href="https://doi.org/10.21437/Clarity.2025-5" target="_blank" class="publication-link">
<i class="fas fa-external-link-alt"></i> View Extended Abstract
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<div class="publication-highlight-card">
<div class="publication-year-badge">2025</div>
<div class="publication-content">
<h4>Using Speakers as Sensors: Detecting Acoustic Loads with Dense Neural Networks and Impedance Features</h4>
<p class="publication-authors">M. Chen, K. Alexander Nakamura, N. Kim</p>
<p class="publication-venue">Purdue Polytechnic Graduate Student Poster Symposium, 2025</p>
<div class="publication-tags">
<span class="pub-tag">Machine Learning</span>
<span class="pub-tag">Neural Networks</span>
<span class="pub-tag">Acoustic Sensing</span>
</div>
<div class="publication-links">
<a href="https://doi.org/10.5703/1288284317876" target="_blank" class="publication-link">
<i class="fas fa-external-link-alt"></i> View Extended Abstract
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</div>
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<div class="publication-highlight-card">
<div class="publication-year-badge">2025</div>
<div class="publication-content">
<h4>Acoustofluidics Lab on a Chip System for size-based Nanoparticle Separation</h4>
<p class="publication-authors">Yoon, J., Kim, N., Jang, S. et al.</p>
<p class="publication-venue">International Journal of Precision Engineering and Manufacturing-Green Technology</p>
<div class="publication-tags">
<span class="pub-tag">Acoustofluidics</span>
<span class="pub-tag">Nanoparticles</span>
</div>
<div class="publication-links">
<a href="https://doi.org/10.1007/s40684-025-00782-5" target="_blank" class="publication-link">
<i class="fas fa-external-link-alt"></i> View Paper
</a>
</div>
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<div class="publication-highlight-card">
<div class="publication-year-badge">2024</div>
<div class="publication-content">
<h4>Speakers—Used as sensors for detecting acoustic loads with artificial intelligence</h4>
<p class="publication-authors">Noori Kim, Hui-Jun Kim, Sung-Hee Kim</p>
<p class="publication-venue">Journal of the Acoustical Society of America, vol. 156, no. 2, pp. 1319–1323</p>
<div class="publication-tags">
<span class="pub-tag">AI</span>
<span class="pub-tag">Acoustics</span>
<span class="pub-tag">Sensors</span>
</div>
<div class="publication-links">
<a href="https://doi.org/10.1121/10.0028298" target="_blank" class="publication-link">
<i class="fas fa-external-link-alt"></i> View Paper
</a>
</div>
</div>
</div>
<!-- Core Research Publications -->
<div class="publication-highlight-card">
<div class="publication-year-badge">2022</div>
<div class="publication-content">
<h4>Fuzzy inference system (FIS)-long short-term memory (LSTM) network for electromyography (EMG) signal analysis</h4>
<p class="publication-authors">R Suppiah, N Kim, A Sharma, K Abidi</p>
<p class="publication-venue">Biomedical Physics & Engineering Express, vol. 8, no. 6, pp. 065032</p>
<div class="publication-tags">
<span class="pub-tag">Machine Learning</span>
<span class="pub-tag">EMG</span>
<span class="pub-tag">LSTM</span>
</div>
<div class="publication-links">
<a href="https://doi.org/10.1088/2057-1976/ac9e04" target="_blank" class="publication-link">
<i class="fas fa-external-link-alt"></i> View Paper
</a>
</div>
</div>
</div>
<div class="publication-highlight-card">
<div class="publication-year-badge">2020</div>
<div class="publication-content">
<h4>A Customized Smart Medical Mask For Healthcare Personnel</h4>
<p class="publication-authors">N. Kim, J. L. J. Wei, J. Ying, H. Zhang, S. K. Moon and J. Choi</p>
<p class="publication-venue">2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 581-585</p>
<div class="publication-tags">
<span class="pub-tag">Healthcare</span>
<span class="pub-tag">IoT</span>
<span class="pub-tag">Smart Devices</span>
</div>
<div class="publication-links">
<a href="https://doi.org/10.1109/IEEM45057.2020.9309863" target="_blank" class="publication-link">
<i class="fas fa-external-link-alt"></i> View Paper
</a>
</div>
</div>
</div>
<!-- Foundational Work -->
<div class="publication-highlight-card">
<div class="publication-year-badge">2013</div>
<div class="publication-content">
<h4>Two-port network analysis and modeling of a balanced armature receiver</h4>
<p class="publication-authors">N Kim, JB Allen</p>
<p class="publication-venue">Hearing Research, vol. 301, pp. 156-167</p>
<div class="publication-tags">
<span class="pub-tag">Electroacoustics</span>
<span class="pub-tag">Modeling</span>
<span class="pub-tag">Hearing</span>
</div>
<div class="publication-links">
<a href="https://doi.org/10.1016/j.heares.2013.02.007" target="_blank" class="publication-link">
<i class="fas fa-external-link-alt"></i> View Paper
</a>
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<h4>Dr. Noori Kim</h4>
<p class="contact-role">Assistant Professor, School of Engineering Technology</p>
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SEAT-Lab welcomes collaborations with industry partners, academic institutions, and researchers interested in audio engineering and sensor technology.
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<h4><i class="fas fa-graduation-cap"></i> Student Opportunities</h4>
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We offer research opportunities for graduate and undergraduate students interested in audio engineering, electroacoustics, and sensor technology.
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