People

Faculty

Kyogu Lee

Principal Investigator, Professor

kglee@snu.ac.kr
http://marg.snu.ac.kr

Kyogu Lee received the B.S. degree in Electrical Engineering from Seoul National University, Seoul, Korea, in 1996, the M.M. degree in Music Technology from New York University, New York, in 2002, and the M.S. degree in Electrical Engineering and the Ph.D. degree in Computer-based Music Theory and Acoustics from Stanford University, Stanford, CA, in 2007 and 2008, respectively. He worked as a Senior Researcher in the Media Technology Lab at Gracenote from 2007 to 2009. He is now an associate professor in the Graduate School of Convergence Science and Technology at Seoul National University, Seoul, Korea and is leading the Music and Audio Research Group (MARG). His research focuses on signal processing and machine learning applied to music/audio. Some of research interests include:

  • Machine Listening (a.k.a. Computer Audition)
  • Music Retrieval
  • Source Separation
  • Music Perception/Cognition
  • Recommender Systems

Ph.D Candidates

Dooyong Sung
Dooyong Sung
Blind Source Separation
Automatic Music Transcription
Spatial Audio
Pyschoacoustics
Myoungwoo Nam
Myoungwoo Nam
Product Sound Design
Room Acoustics
Audio Engineering
Subin Lee
Subin Lee
Cognitive science based Machine processing
Emotional / Depressed Speech Recognition
Music Information Retrieval
 Gwangseok An
Gwangseok An
Digital Signal Processing
Indoor Positioning System
Microprocessor / FPGA
Sensor Network
Jaeyoung Shin
Jaeyoung Shin
Audio/Music Signal Processing
Music Information Retrieval
New Musical Instrument
Seungyeon Rhyu
Seungyeon Rhyu
Music generation
Symbolic music analysis
Sequence modeling
Sarah Kim
Sarah Kim
Musical Performance Assessment
Music Perception and Cognition
Music Information Retrieval
Machine Learning
Mina Jo
Mina Jo
Auditory Cognitive Neuroscience
Music Cognition / Auditory Perception
Auditory-induced Emotion
Youjeong Hong
Youjeong Hong
Auditory Experience
Auditory Perception and Cognition
Background music
Voice UX
Seohyun Kim
Seohyun Kim
Audio Signal Processing
Music Visualization
Multimodal Generation
Wansoo Kim
Wansoo Kim
Machine Hearing/Listening
Sound Production Interface
Deep Learning
Audio Signal Processing
Juheon Lee
Juheon Lee
Music Information Retrieval
Deep Learning
Automatic Music Transcription
Music Recommendation
Jaejun Lee
Jaejun Lee
Sound Event Classification
Deep Learning
Music Information Retrieval
Injune Hwang
Injune Hwang
Self-Supervised Speech Representation Learning

Ph.D. Students

Jaeho Choi
Jaeho Choi
Data Mining
Knowledge-Based Systems Research and Applications
Information Network Analysis
IEEE 802.15.4 Network Software
Embedded System Software
Taehun Kim
Taehun Kim
Recommender Systems
Data Mining
Machine Learning
Music Production & Engineering
Myeonghoon Ryu
Myeonghoon Ryu
Sound Scene and Event Analysis
Deep Learning approaches in the field of Brain-Computer Interfacing (BCI)
EEG-based investigation of information processing for conscious auditory perception
Yoori Oh
Yoori Oh
Deep Learning
Audio Signal Processing
Natural Language Processing
Changbin Jeon
Changbin Jeon
Deep Learning
Music Information Retrieval
Singing Synthesis
JungHyun Koo
JungHyun Koo
Intelligent Mixing Systems
Automatic Music Transcription
Source Separation
Jin Woo Lee
Jin Woo Lee
Interpretable speech/music synthesis
HRTF modeling
Spatial audio
Speech anti-spoofing
Seungryeol Paik
Seungryeol Paik
Intelligent Mixing and Mastering System
New Musical Instrument
Audio Visualization
Deep Learning
Daewon Min
Daewon Min
Deep Learning / Reinforcement Learning
Decision Intelligence / Recommender System
AI Music Generation
Kyungsu Kim
Kyungsu Kim
Deep Learning
Multimodal Deep Learning
Generative Models
Neural Audio Synthesis

Master’s Students

Ahyeon Choi
Ahyeon Choi
Music Perception and Cognition
Cross-modality
Piano Modeling
Giyoung Jung
Giyoung Jung
Auditory Cognition and Perception
Music Healthcare System
Mood Tracking
Hyunjin Jung
Hyunjin Jung
Source Separation and Automatic
Speech Recognition
Unsupervised Learning
Audio Signal Process
Jongho Choi
Jongho Choi
Deep Learning
Music Recommendation
Music Representation
Automatic Music Transcription
Woojae Cho
Woojae Cho
Auditory Cognition and Perception
Music Production and Engineering
Automatic Mixing and Mastering
Jiwon Kim
Jiwon Kim
Machine Learning
Audio Signal Processing
Source Separation
Speech Recognition
Jaeheon Sim
Jaeheon Sim
Natural Language Processing
Spoken Language Analysis
Deep Learning
Sungho Lee
Sungho Lee
Audio Signal Processing
Minju Park
Minju Park
Music Recommendation
Deep Learning
Music Information Retrieval
Seonghyeon Go
Seonghyeon Go
Music Auto Generation
Jinhyung Ahn
Jinhyung Ahn
Artificial Intelligence
Deep Learning
Signal Processing
Yunkee Chae
Yunkee Chae
Deep Learning
Music Recommendation
Automatic Music Transciption
Hyeonseok Choi
Hyeonseok Choi
Deep Learning
Music Generation
Speech Synthesis
Soundscape
Haesun Joung
Haesun Joung
Music Recommendation
Music Information Retrieval
AI Music Composition
Eung-beom Kim
Eung-beom Kim
Speaker/Speech Recognition
Abnormal Sound Detection
Meta Learning
Gihyeon Kim
Gihyeon Kim
Speech synthesis
Chord sequence predict
Eunsik Shin
Eunsik Shin
Music Generation
Music Recommendation
Source Seperation
Yeongbeom Hong
Yeongbeom Hong
AI composition
Fingerstyle guitar
Deep learning
Somin Kim
Somin Kim
Deep Learning
Representation Learning
Style Transfer
Jinwoo Lee
Jinwoo Lee
Audio Signal Processing
Music Information Retrieval
Deep Learning
Jinhee Kim
Jinhee Kim
Auditory Perception
Multimodal Learning and Perception
Deep Learning for Neuroimaging

Alumni

Ziwon Hyung
Ziwon Hyung
Yoonchang Han
Yoonchang Han
Hoon Heo
Hoon Heo
Kibeom Lee
Kibeom Lee
Yongki Park
Yongki Park
Jaepil Kim
Jaepil Kim
Jeongsoo Park
Jeongsoo Park
Ilyoung Jeong
Ilyoung Jeong
Sangmin Lee
Sangmin Lee
Yekyung Kim
Yekyung Kim
Minz Sanghee Won
Minz Sanghee Won
Jaehun Kim
Jaehun Kim
Hwakyung Hyun
Hwakyung Hyun
Yeonwha Kim
Yeonwha Kim
Harim Kang
Harim Kang
Hyungi Lim
Hyungi Lim
Sooyeon Yoo
Sooyeon Yoo
Haoying Li
Haoying Li
Taehoon Kim
Taehoon Kim
Seungjin Lee
Seungjin Lee
Jongkyu Shin
Jongkyu Shin
Jiehwan Lee
Jiehwan Lee
Yena Yoo
Yena Yoo
Gyuri Kim
Gyuri Kim
Donmoon Lee
Donmoon Lee
Hyeongseok Choi
Hyeongseok Choi
Hyunjeong Kim
Hyunjeong Kim
Joosung Haam
Joosung Haam