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<h1><i class="fas fa-file-alt"></i> Publications</h1>
<p class="subtitle">Research Papers & Academic Contributions</p>
<p class="subtitle-secondary">SEAT-Lab's scholarly work in electro-acoustics and sensor technology</p>
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<!-- 2025 Publications -->
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<h3><i class="fas fa-calendar-alt"></i> 2025 <span class="publication-count">(3 publications)</span></h3>
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<h4>Acoustofluidics Lab on a Chip System for size-based Nanoparticle Separation</h4>
<div class="publication-authors">
<span class="author">Yoon, J.</span>,
<span class="author">Kim, N.</span>,
<span class="author">Jang, S.</span> et al.
</div>
<div class="publication-venue">
<i class="fas fa-journal-whills"></i>
International Journal of Precision Engineering and Manufacturing-Green Technology
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<div class="publication-keywords">
<span class="keyword microfluidics">Acoustofluidics</span>
<span class="keyword microfluidics">Nanoparticles</span>
<span class="keyword microfluidics">Lab-on-Chip</span>
<span class="keyword sensors">Separation Technology</span>
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<h4>Domain-Adapted Automatic Speech Recognition with Deep Neural Networks for Enhanced Speech Intelligibility Prediction</h4>
<div class="publication-authors">
<span class="author">Jeon, H.</span>,
<span class="author">Hong, J.</span>,
<span class="author">Hong, S.</span>,
<span class="author">Kang, H.</span>,
<span class="author">Kim, B.</span>,
<span class="author">Oh, S.E.</span>,
<span class="author">Kim, N.</span>
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The 6th Clarity Workshop on Improving Speech-in-Noise for Hearing Devices (Clarity-2025), 15-17 January 2025
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<div class="publication-keywords">
<span class="keyword ml">Machine Learning</span>
<span class="keyword ml">Deep Neural Networks</span>
<span class="keyword healthcare">Hearing Aids</span>
<span class="keyword ml">Speech Recognition</span>
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<h4>Using Speakers as Sensors: Detecting Acoustic Loads with Dense Neural Networks and Impedance Features</h4>
<div class="publication-authors">
<span class="author">M. Chen</span>,
<span class="author">K. Alexander Nakamura</span>,
<span class="author">N. Kim</span>
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Purdue Polytechnic Graduate Student Poster Symposium, 2025
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<h5><i class="fas fa-file-text"></i> Abstract</h5>
<p>
This research explores innovative methods for utilizing speakers as sensors to detect acoustic loads through the application of dense neural networks and impedance feature analysis. The study demonstrates the potential for repurposing conventional audio equipment for sensing applications, opening new possibilities in the field of electro-acoustics and sensor technology.
</p>
</div>
<div class="publication-keywords">
<span class="keyword ml">Machine Learning</span>
<span class="keyword acoustics">Acoustic Sensing</span>
<span class="keyword ml">Neural Networks</span>
<span class="keyword acoustics">Impedance Analysis</span>
<span class="keyword sensors">Speaker Technology</span>
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<h3><i class="fas fa-calendar-alt"></i> 2024 <span class="publication-count">(4 publications)</span></h3>
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<h4>Speakers—Used as sensors for detecting acoustic loads with artificial intelligence</h4>
<div class="publication-authors">
<span class="author">Noori Kim</span>,
<span class="author">Hui-Jun Kim</span>,
<span class="author">Sung-Hee Kim</span>
</div>
<div class="publication-venue">
<i class="fas fa-journal-whills"></i>
Journal of the Acoustical Society of America, vol. 156, no. 2, pp. 1319–1323
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<div class="publication-keywords">
<span class="keyword ml">Artificial Intelligence</span>
<span class="keyword acoustics">Acoustics</span>
<span class="keyword sensors">Sensors</span>
<span class="keyword acoustics">Speaker Technology</span>
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<a href="https://doi.org/10.1121/10.0028298" target="_blank" class="publication-action-btn primary">
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<h4>Real-time edge computing design for physiological signal analysis and classification</h4>
<div class="publication-authors">
<span class="author">Ravi Suppiah</span>,
<span class="author">Noori Kim</span>,
<span class="author">Khalid Abidi</span>,
<span class="author">Anurag Sharma</span>
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<div class="publication-venue">
<i class="fas fa-journal-whills"></i>
Biomedical Physics & Engineering Express, vol. 10, no. 4, pp. 045034
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<div class="publication-keywords">
<span class="keyword ml">Edge Computing</span>
<span class="keyword healthcare">Physiological Signals</span>
<span class="keyword ml">Real-time Processing</span>
<span class="keyword ml">Classification</span>
</div>
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<a href="https://doi.org/10.1088/2057-1976/ad4f8d" target="_blank" class="publication-action-btn primary">
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<h4>Digital Therapeutics in Hearing Healthcare: Evidence-Based Review</h4>
<div class="publication-authors">
<span class="author">Noori Kim</span>,
<span class="author">Keisuke Alexander Nakamura</span>
</div>
<div class="publication-venue">
<i class="fas fa-journal-whills"></i>
Journal of Audiology & Otology, vol. 28, no. 3, pp. 159
</div>
<div class="publication-keywords">
<span class="keyword healthcare">Digital Therapeutics</span>
<span class="keyword healthcare">Hearing Healthcare</span>
<span class="keyword healthcare">Evidence-Based Review</span>
</div>
</div>
</div>
<div class="publication-detailed-card">
<div class="publication-content">
<h4>Exploring the hidden risks: How US infrastructure contributes to hearing loss</h4>
<div class="publication-authors">
<span class="author">Tianle Duan</span>,
<span class="author">Qingchun Li</span>,
<span class="author">Noori Kim</span>
</div>
<div class="publication-venue">
<i class="fas fa-university"></i>
The Journal of the Acoustical Society of America, vol. 155, no. 3_Supplement, pp. A35–A35
</div>
<div class="publication-keywords">
<span class="keyword healthcare">Infrastructure</span>
<span class="keyword healthcare">Hearing Loss</span>
<span class="keyword healthcare">Public Health</span>
</div>
</div>
</div>
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</div>
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<h3><i class="fas fa-calendar-alt"></i> 2023 <span class="publication-count">(3 publications)</span></h3>
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<h4>BIO-inspired fuzzy inference system—For physiological signal analysis</h4>
<div class="publication-authors">
<span class="author">Ravi Suppiah</span>,
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<span class="author">Khalid Abidi</span>,
<span class="author">Anurag Sharma</span>
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IET Cyber-Systems and Robotics, vol. 5, no. 3, pp. e12093
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<span class="keyword ml">Fuzzy Inference</span>
<span class="keyword healthcare">Physiological Signals</span>
<span class="keyword ml">Bio-inspired Systems</span>
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<h4>A comprehensive review of motor movement challenges and rehabilitative robotics</h4>
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<span class="author">Ravi Suppiah</span>,
<span class="author">Noori Kim</span>,
<span class="author">Khalid Abidi</span>,
<span class="author">Anurag Sharma</span>
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Smart Health, vol. 29, pp. 100402
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<span class="keyword robotics">Rehabilitative Robotics</span>
<span class="keyword robotics">Motor Movement</span>
<span class="keyword healthcare">Review</span>
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<h4>Speakers—As a sensor and actuator for ear condition monitoring</h4>
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<span class="author">Noori Kim</span>,
<span class="author">Joshua M Alexander</span>
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The Journal of the Acoustical Society of America, vol. 153, no. 3_supplement, pp. A145–A145
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<span class="keyword acoustics">Speakers</span>
<span class="keyword sensors">Sensors</span>
<span class="keyword healthcare">Ear Monitoring</span>
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<h3><i class="fas fa-calendar-alt"></i> 2022 <span class="publication-count">(2 publications)</span></h3>
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<h4>Fuzzy inference system (FIS)-long short-term memory (LSTM) network for electromyography (EMG) signal analysis</h4>
<div class="publication-authors">
<span class="author">Ravi Suppiah</span>,
<span class="author">Noori Kim</span>,
<span class="author">Anurag Sharma</span>,
<span class="author">Khalid Abidi</span>
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Biomedical Physics & Engineering Express, vol. 8, no. 6, pp. 065032
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<span class="keyword ml">Machine Learning</span>
<span class="keyword healthcare">EMG</span>
<span class="keyword ml">LSTM</span>
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<h4>The implementation of thread network for a smart factory</h4>
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<span class="author">Camille Mavic Tupas Castro</span>,
<span class="author">Anurag Sharma</span>,
<span class="author">Dhivya Sampath Kumar</span>,
<span class="author">Khalid Abidi</span>,
<span class="author">Noori Kim</span>
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2022 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 253–260
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<span class="keyword sensors">Thread Network</span>
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<h3><i class="fas fa-calendar-alt"></i> 2021 <span class="publication-count">(5 publications)</span></h3>
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<h4>A rotationally focused flow (RFF) microfluidic biosensor by density difference for early-stage detectable diagnosis</h4>
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<span class="author">Noori Kim</span>,
<span class="author">Kyungsup Han</span>,
<span class="author">Pei-Chen Su</span>,
<span class="author">Insup Kim</span>,
<span class="author">Yong-Jin Yoon</span>
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Scientific Reports, vol. 11, no. 1, pp. 9277
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<span class="keyword microfluidics">Microfluidics</span>
<span class="keyword sensors">Biosensor</span>
<span class="keyword healthcare">Early Diagnosis</span>
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<h4>Motor state classification based on electromyography (EMG) signals using wavelet Entropy and neural networks</h4>
<div class="publication-authors">
<span class="author">Ravi Suppiah</span>,
<span class="author">Khalid Abidi</span>,
<span class="author">Noori Kim</span>,
<span class="author">Anurag Sharma</span>
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2021 International Conference on Computational Science and Computational Intelligence (CSCI), pp. 1189–1195
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<div class="publication-keywords">
<span class="keyword healthcare">EMG</span>
<span class="keyword ml">Neural Networks</span>
<span class="keyword ml">Wavelet Entropy</span>
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<h4>A Novel Event-Related Desynchronization/Synchronization with Gamma Peak EEG model for Motor State Identification</h4>
<div class="publication-authors">
<span class="author">Ravi Suppiah</span>,
<span class="author">Anurag Sharma</span>,
<span class="author">Noori Kim</span>,
<span class="author">Khalid Abidi</span>
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2021 International Conference on Computational Science and Computational Intelligence (CSCI), pp. 1169–1175
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<div class="publication-keywords">
<span class="keyword healthcare">EEG</span>
<span class="keyword robotics">Motor State</span>
<span class="keyword ml">Gamma Peak</span>
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<h4>Aerosol Jet Printed Temperature Sensor for Wireless Healthcare Monitoring</h4>
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<span class="author">Joslyn Jun Wei Lim</span>,
<span class="author">Noori Kim</span>,
<span class="author">Seung Ki Moon</span>,
<span class="author">Joonphil Choi</span>,
<span class="author">Haining Zhang</span>
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IRC-SET 2020: Proceedings of the 6th IRC Conference on Science, Engineering and Technology, July 2020, Singapore, pp. 663–674
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<div class="publication-keywords">
<span class="keyword sensors">Temperature Sensor</span>
<span class="keyword healthcare">Healthcare Monitoring</span>
<span class="keyword sensors">Aerosol Jet Printing</span>
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<h4>Wearable Physiological Stress Monitoring System—A Proof-of-Concept Study</h4>
<div class="publication-authors">
<span class="author">Siew Woon Ong</span>,
<span class="author">Raghav Sundar</span>,
<span class="author">Aishwarya Bandla</span>,
<span class="author">Noori Kim</span>
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IRC-SET 2020: Proceedings of the 6th IRC Conference on Science, Engineering and Technology, July 2020, Singapore, pp. 623–633
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<div class="publication-keywords">
<span class="keyword sensors">Wearable Technology</span>
<span class="keyword healthcare">Stress Monitoring</span>
<span class="keyword healthcare">Physiological Signals</span>
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<!-- 2020 Publications -->
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<h3><i class="fas fa-calendar-alt"></i> 2020 <span class="publication-count">(3 publications)</span></h3>
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<h4>Understanding interdependencies between mechanical velocity and electrical voltage in electromagnetic micromixers</h4>
<div class="publication-authors">
<span class="author">Noori Kim</span>,
<span class="author">Wei Xuan Chan</span>,
<span class="author">Sum Huan Ng</span>,
<span class="author">Yong-Jin Yoon</span>,
<span class="author">Jont B Allen</span>
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Micromachines, vol. 11, no. 7, pp. 636
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<span class="keyword microfluidics">Micromixers</span>
<span class="keyword microfluidics">Electromagnetic</span>
<span class="keyword microfluidics">Mechanical Velocity</span>
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<h4>A customized smart medical mask for healthcare personnel</h4>
<div class="publication-authors">
<span class="author">Noori Kim</span>,
<span class="author">Joslyn Lim Jun Wei</span>,
<span class="author">John Ying</span>,
<span class="author">Haining Zhang</span>,
<span class="author">Seung Ki Moon</span>,
<span class="author">Joonphil Choi</span>
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2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 581–585
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<span class="keyword healthcare">Healthcare</span>
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<span class="keyword healthcare">Medical Technology</span>
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<h4>An Electromyography-aided Robotics Hand for Rehabilitation--A Proof-of-Concept Study</h4>
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<span class="author">Ravi Suppiah</span>,
<span class="author">Anurag Sharma</span>,
<span class="author">Noori Kim</span>,
<span class="author">Khalid Abidi</span>,
<span class="author">Ahmad Alkaff</span>
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2020 IEEE REGION 10 CONFERENCE (TENCON), pp. 361–366
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<span class="keyword robotics">Rehabilitation Robotics</span>
<span class="keyword healthcare">EMG</span>
<span class="keyword robotics">Prosthetics</span>
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<h3><i class="fas fa-calendar-alt"></i> 2018 <span class="publication-count">(1 publication)</span></h3>
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<h4>An acoustic micromixer using low-powered voice coil actuation</h4>
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<span class="author">Noori Kim</span>,
<span class="author">Wei Xuan Chan</span>,
<span class="author">Sum Huan Ng</span>,
<span class="author">Yong-Jin Yoon</span>
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Journal of Microelectromechanical Systems, vol. 27, no. 2, pp. 171–178
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<div class="publication-keywords">
<span class="keyword microfluidics">Micromixer</span>
<span class="keyword acoustics">Voice Coil</span>
<span class="keyword acoustics">Acoustic</span>
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<h4>Acoustic energy distribution in microfluidics chip via a secondary channel</h4>
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<span class="author">Wei Xuan Chan</span>,
<span class="author">Noori Kim</span>,
<span class="author">Sum Huan Ng</span>,
<span class="author">Yong-Jin Yoon</span>
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Sensors and Actuators B: Chemical, vol. 252, pp. 359–366
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<div class="publication-keywords">
<span class="keyword microfluidics">Microfluidics</span>
<span class="keyword acoustics">Acoustic Energy</span>
<span class="keyword microfluidics">Secondary Channel</span>
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<h3><i class="fas fa-calendar-alt"></i> 2016 <span class="publication-count">(1 publication)</span></h3>
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<h4>Generalized metamaterials: Definitions and taxonomy</h4>
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<span class="author">Noori Kim</span>,
<span class="author">Yong-Jin Yoon</span>,
<span class="author">Jont B Allen</span>
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The Journal of the Acoustical Society of America, vol. 139, no. 6, pp. 3412–3418
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<span class="keyword acoustics">Metamaterials</span>
<span class="keyword acoustics">Acoustics</span>
<span class="keyword acoustics">Taxonomy</span>
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<h3><i class="fas fa-calendar-alt"></i> 2013 <span class="publication-count">(1 publication)</span></h3>
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<h4>Two-port network analysis and modeling of a balanced armature receiver</h4>
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<span class="author">Noori Kim</span>,
<span class="author">Jont B Allen</span>
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Hearing Research, vol. 301, pp. 156-167
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<span class="keyword acoustics">Electroacoustics</span>
<span class="keyword acoustics">Modeling</span>
<span class="keyword healthcare">Hearing</span>
<span class="keyword acoustics">Two-port Network</span>
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