2025 (3 publications)
Acoustofluidics Lab on a Chip System for size-based Nanoparticle Separation
International Journal of Precision Engineering and Manufacturing-Green Technology
Acoustofluidics
Nanoparticles
Lab-on-Chip
Separation Technology
Domain-Adapted Automatic Speech Recognition with Deep Neural Networks for Enhanced Speech Intelligibility Prediction
The 6th Clarity Workshop on Improving Speech-in-Noise for Hearing Devices (Clarity-2025), 15-17 January 2025
Machine Learning
Deep Neural Networks
Hearing Aids
Speech Recognition
Using Speakers as Sensors: Detecting Acoustic Loads with Dense Neural Networks and Impedance Features
Purdue Polytechnic Graduate Student Poster Symposium, 2025
Abstract
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.
Machine Learning
Acoustic Sensing
Neural Networks
Impedance Analysis
Speaker Technology
2024 (4 publications)
Speakers—Used as sensors for detecting acoustic loads with artificial intelligence
Journal of the Acoustical Society of America, vol. 156, no. 2, pp. 1319–1323
Artificial Intelligence
Acoustics
Sensors
Speaker Technology
Real-time edge computing design for physiological signal analysis and classification
Biomedical Physics & Engineering Express, vol. 10, no. 4, pp. 045034
Edge Computing
Physiological Signals
Real-time Processing
Classification
Digital Therapeutics in Hearing Healthcare: Evidence-Based Review
Journal of Audiology & Otology, vol. 28, no. 3, pp. 159
Digital Therapeutics
Hearing Healthcare
Evidence-Based Review
Exploring the hidden risks: How US infrastructure contributes to hearing loss
The Journal of the Acoustical Society of America, vol. 155, no. 3_Supplement, pp. A35–A35
Infrastructure
Hearing Loss
Public Health
2023 (3 publications)
BIO-inspired fuzzy inference system—For physiological signal analysis
IET Cyber-Systems and Robotics, vol. 5, no. 3, pp. e12093
Fuzzy Inference
Physiological Signals
Bio-inspired Systems
A comprehensive review of motor movement challenges and rehabilitative robotics
Smart Health, vol. 29, pp. 100402
Rehabilitative Robotics
Motor Movement
Review
Speakers—As a sensor and actuator for ear condition monitoring
The Journal of the Acoustical Society of America, vol. 153, no. 3_supplement, pp. A145–A145
Speakers
Sensors
Ear Monitoring
2022 (2 publications)
Fuzzy inference system (FIS)-long short-term memory (LSTM) network for electromyography (EMG) signal analysis
Biomedical Physics & Engineering Express, vol. 8, no. 6, pp. 065032
Machine Learning
EMG
LSTM
Fuzzy Inference
The implementation of thread network for a smart factory
2022 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 253–260
Thread Network
Smart Factory
IoT
2021 (5 publications)
A rotationally focused flow (RFF) microfluidic biosensor by density difference for early-stage detectable diagnosis
Scientific Reports, vol. 11, no. 1, pp. 9277
Microfluidics
Biosensor
Early Diagnosis
Motor state classification based on electromyography (EMG) signals using wavelet Entropy and neural networks
2021 International Conference on Computational Science and Computational Intelligence (CSCI), pp. 1189–1195
EMG
Neural Networks
Wavelet Entropy
A Novel Event-Related Desynchronization/Synchronization with Gamma Peak EEG model for Motor State Identification
2021 International Conference on Computational Science and Computational Intelligence (CSCI), pp. 1169–1175
EEG
Motor State
Gamma Peak
Aerosol Jet Printed Temperature Sensor for Wireless Healthcare Monitoring
IRC-SET 2020: Proceedings of the 6th IRC Conference on Science, Engineering and Technology, July 2020, Singapore, pp. 663–674
Temperature Sensor
Healthcare Monitoring
Aerosol Jet Printing
Wearable Physiological Stress Monitoring System—A Proof-of-Concept Study
IRC-SET 2020: Proceedings of the 6th IRC Conference on Science, Engineering and Technology, July 2020, Singapore, pp. 623–633
Wearable Technology
Stress Monitoring
Physiological Signals
2020 (3 publications)
Understanding interdependencies between mechanical velocity and electrical voltage in electromagnetic micromixers
Micromachines, vol. 11, no. 7, pp. 636
Micromixers
Electromagnetic
Mechanical Velocity
A customized smart medical mask for healthcare personnel
2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 581–585
Healthcare
IoT
Smart Devices
Medical Technology
An Electromyography-aided Robotics Hand for Rehabilitation--A Proof-of-Concept Study
2020 IEEE REGION 10 CONFERENCE (TENCON), pp. 361–366
Rehabilitation Robotics
EMG
Prosthetics
2018 (1 publication)
An acoustic micromixer using low-powered voice coil actuation
Journal of Microelectromechanical Systems, vol. 27, no. 2, pp. 171–178
Micromixer
Voice Coil
Acoustic
2017 (1 publication)
Acoustic energy distribution in microfluidics chip via a secondary channel
Sensors and Actuators B: Chemical, vol. 252, pp. 359–366
Microfluidics
Acoustic Energy
Secondary Channel
2016 (1 publication)
Generalized metamaterials: Definitions and taxonomy
The Journal of the Acoustical Society of America, vol. 139, no. 6, pp. 3412–3418
Metamaterials
Acoustics
Taxonomy
2013 (1 publication)
Two-port network analysis and modeling of a balanced armature receiver
Hearing Research, vol. 301, pp. 156-167
Electroacoustics
Modeling
Hearing
Two-port Network