My areas of speciality are in audio machine learning, Generative AI for music and audio, realtime audio signal processing, digital signal processing, acoustics as well as interactive systems for music and sound synthesis.
S Shan, L Hantrakul, J Chen, M Avent, D Trevelyan
ICASSP 2022
Paper Link
J Engel, L Hantrakul, C Gu, A Roberts
ICLR 2020 Paper Link Blogs Code
J Engel, R Swavely, L Hantrakul, A Roberts, C Hawthorne
ICML 2020 Workshop on Self-supervision in Audio & Speech Paper Link
FAST AND FLEXIBLE NEURAL AUDIO SYNTHESIS
L Hantrakul, J Engel, A Roberts, C Gu
ISMIR 2019Paper Link 1Paper Link 2
INTERACTIVE NEURAL AUDIO SYNTHESIS
L Hantrakul, J Engel, A Roberts, C Gu
ICML 2019 Machine Learning for Music Discovery WorkshopTalks
L Hantrakul, LC Yang
NEURIPS 2018 Machine Learning for Creativity and Design
Workshop PaperLinksGithub
PRACTICE MAKES PERFECT: TOWARDS LEARNED PATH PLANNING FOR ROBOTIC MUSICIANS USING DEEP REINFORCEMENT LEARNING
L Hantrakul, Z Kondak, G Weinberg
MOCO 2018Paper Link Code
IMPLEMENTATIONS OF THE LEAP MOTION DEVICE IN SOUND SYNTHESIS AND INTERACTIVE LIVE PERFORMANCE
L Hantrakul, K Kaczmarek
MOCO 2014 Paper Link
L Hantrakul, Z Kondak
NIME 2018Paper LinkCode
X He, P Zhang, X Li, L Hantrakul, Z Yi
CN Patent CN202410295613.6 “用于生成视频的背景音乐的方式，装置，设备和产品” 2024
X He, P Zhang, L Hantrakul, X Li, Z Yi
CN Patent 202211289254.0 “音频处理方法，装置及终端设备” 2022
L. Hantrakul, X Li, Y Li, W Meng, P Li
US Patent App. 17/748,882 “Method and System for Realtime and Low Latency Synthesis of Audio Using Neural Networks and Differentiable Digital Signal Processors” 2022.
L Hantrakul, D Trevelyan, H Chen, M Avent, J Spijkervet
US Patent App. 17/525,814 “Differentiable Wavetable Synthesizer”. 2021
L Hantrakul, S Shan, J Chen, M Avent, D Trevelyan
US Patent 11,735,197. “Machine Learned Differentiable Digital Signal Processing” 2023
J Engel, A Roberts, C Gu, L Hantrakul
TH Patent App # 1601000261. “A Shape-Shifting Waveguide and Interchangeable Front-Panel System for Asian and Middle Eastern Fiddles” 2016
L Hantrakul.
TH Patent App #1501005900. “A Magnetic and Modular System for Asian Fiddles” 2015
L Hantrakul.
TH Patent App #1501004501. “A Surrogate Soundboard System for the Violin” 2015
L Hantrakul.
THESES
L Hantrakul “Regressing Dexterous Finger Flexions Using Machine Learning and Multi-Channel Single Element Ultrasound Transducers”
Masters Thesis for the Master of Science in Music Technology, Georgia Institute of Technology. Advisors: Prof. Gil Weinberg, Alexander Lerch, Byron Boots and Dr. Mason Bretan 2018 Link
L Hantrakul “Surrogate Soundboards for Novel Transmission of Instrumental Audio”
Senior Thesis for the Bachelor of Science in Applied Physics, Yale University. Advisor: Prof. Roman Kuc. 2015 Link
L Hantrakul “The Arrangement of Thai Traditional Music for Non-Thai Ensemble and Traditions”
Senior Thesis for the Bachelor of Arts in Music, Yale University. Advisor: Prof. Daniel Harrison. 2015
Link
OTHER WRITING
L Hantrakul “The Teak House” Published as the monthly feature to the literary magazine The Common Online. Link
“Mastering the Leap Motion” by Brandon Sanders.
Technical Reviewers: L Hantrakul, Chen, R. Kuzma, J. Montenegro, M. Packt Publishing 2014. Link