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Music & Audio Technology

My Research Experience and Projects

[Performance] Data Sonification Ensemble (with Chris Chafe, Robyn Schulkowsky, Joey Baron)
[Machine Learning / Audio DSP] Application of ML-Based Time Series Forecasting to Audio Dynamic Range Compression
[Media Art Performance] Sounds Like Rain: An Immersive 3D Game-Like Audio-Visual Experience in First-Person Perspective with a Haunting Horror Ambiance
[Media Art Performance] Irrational Rhythm - for Experimental Free Jazz (live performance)
[C++, JUCE, Faust] Real-time Automatic Equalization for Reducing Spectral Masking in Problematic Frequency Bands between Vocal and Instrument Tracks

[HCI, Instrument Design, Performance] Cyberpunk Sanjo (산조) 2023: Designing expressive vibrato/pitch bend controller for a virtual Korean traditional instrument
[HCI, Instrument Design, Performance] "The Dawn of Computer Music" (2023) | Stanford Laptop Orchestra (SLOrk)
[HCI, Instrument Design, Performance] Peripheral Love (2023): Everyday computing peripherals become expressive musical instruments


[Interactive AI] Interactive Spatial Audio Performance: Controlling the spatial location of sound sources (3rd-order Ambisonics) in real time by head movement detection
[Interactive AI] Guitar effects control in real time by facial expression and gesture detection
[Perceptual Audio Coding] PACT: perceptual audio codec
[Web Audio] Web audio-based guitar recording, effects, synth, and drum sound design
[Computer Vision] Automatic Cheating Detection for Online Webcam Exam
[Deep Learning] Drum sample generator using conditional GAN
[Speech Recognition] My seminar notes: from GMM-HMM to recent DNN techniques
[Spatial Audio] Spatial Separation of Audio Language using a Speaker Array
Room Impulse Response Measurement with MATLAB code
[Media Art, Web Audio API] The Music of Gravitational Field
[Media Art, Web Audio API] Space Full of Music
Making an amplifier and loudspeaker using recycled materials
[Web Audio API] Web Synthesizer with LFO, Filters, Env Shaper, etc.
[Web Audio API] Web Beatbox
[Ultrasonics] Poster Session at 2014 IEEE International Ultrasonics Symposium