Noori Kim
Computer Science · Purdue University West Lafayette
Publications
68
Citations
529
Est. group size
~1
Recurring co-author estimate
Active years
17
Publishing since 2010
Noori Kim's work applies machine learning and signal processing to acoustic, physiological, and biomedical sensing problems. Examples include using loudspeakers as impedance-based sensors to infer acoustic loads and ear canal insertion depth, decoding brain (EEG) and muscle (EMG) signals for motor state and rehabilitation applications, and exploring hearing health, speech intelligibility, and lab-on-chip devices for particle separation. The research blends audio engineering, biomedical signal analysis, and applied AI methods like deep neural networks.
Publication output has been relatively steady over the last decade, rising to a peak around 2021 and 2023 before leveling off to about 5-6 papers per year in recent years.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Speakers as sensors: Machine learning-based earphone impedance analysis for ear canal insertion depth prediction
The Journal of the Acoustical Society of America · 2026
- Single-channel gamma burst dynamics and adaptive deep learning for robust EEG motor state decoding
Biomedical Engineering Letters · 2026
- Impedance-Based Acoustic Load Inference Using Intelligent Speaker Sensors
IEEE Sensors Journal · 2026
- AI‐Powered Music Mood Classification: A Systematic Review of Structural Splits and Mapping Gaps Between Sound and Listener
The Journal of Engineering · 2026
- Acoustofluidics Lab on a Chip System for size-based Nanoparticle Separation
International Journal of Precision Engineering and Manufacturing-Green Technology · 2025
- Domain-Adapted Automatic Speech Recognition with Deep Neural Networks for Enhanced Speech Intelligibility Prediction
2025
- Using Speakers as Sensors: Detecting Acoustic Loads with Dense Neural Networks and Impedance Features
2025
- Using speakers as sensors: Detecting acoustic loads with dense neural networks and impedance features
The Journal of the Acoustical Society of America · 2025
- Fusing Electromyography and Electroencephalography Signals with Machine Learning
2025
- Digital Therapeutics in Hearing Healthcare: Evidence-Based Review
Journal of Audiology & Otology · 2024
- Establishment of a conditionally reprogrammed primary eccrine sweat gland culture for evaluation of tissue-specific CFTR function
Journal of Cystic Fibrosis · 2024
- Speakers—Used as sensors for detecting acoustic loads with artificial intelligence
The Journal of the Acoustical Society of America · 2024
- Speakers—As a sensor for detecting acoustic loads with Artificial Intelligent (AI)
The Journal of the Acoustical Society of America · 2024
- Enhanced Instrument Identification Using CNNs: A Comparative Study with Random Forest Models
2024
- Digital therapeutics in hearing healthcare
The Journal of the Acoustical Society of America · 2024
- The Journal of the Acoustical Society of America×7
- Journal of the American Academy of Dermatology×2
- JAAD Case Reports×2
- Journal of Audiology & Otology×2
- Journal of Korean Society of Environmental Engineers×2
- Darius Petermann
Computer Science · Indiana University
- DeLiang Wang
Computer Science · The Ohio State University
- Anurag Kumar
Computer Science · The Ohio State University
- Ashutosh Pandey
Computer Science · The Ohio State University
- Donald S. Williamson
Computer Science · Indiana University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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