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
Donmoon Lee
Donmoon Lee
Audio Signal Processing
Machine Learning
Neural Networks
Music Information Retrieval
Acoustic Scene Analysis
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 Information Retrieval
Music Visualization
Hyeongseok Choi
Hyeongseok Choi
Source Separation
Unsupervised learning of speech representation
Generative models for music&audio
End-to-end text to speech system
Acoustic speech recognition system
Wansoo Kim
Wansoo Kim
Machine Hearing/Listening
Sound Production Interface
Deep Learning
Audio Signal Processing

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
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
Source separation
Audio signal processing
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
Jinwoo Lee
Jinwoo Lee
Gabor and Wavelet Analysis
GPU-accelerated Signal Processing
Deep Learning
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
Generative model

Master’s Students

Joosung Haam
Joosung Haam
Music and Emotion
Music Imagery Information Retrieval
Computational Cognitive Science
Hyunjeong Kim
Hyunjeong Kim
Music Recommendation
Music Information Retrieval
User Studies
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

Alumni

Ziwon Hyung
Ziwon Hyung
Samsung Electronics
Yoonchang Han
Yoonchang Han
Cochlear.ai
Hoon Heo
Hoon Heo
Samsung Electronics
Kibeom Lee
Kibeom Lee
Samsung Electronics Software Center
Yongki Park
Yongki Park
Samsung Electronics
Jaepil Kim
Jaepil Kim
Samsung Electronics
Jeongsoo Park
Jeongsoo Park
Cochlear.ai
Ilyoung Jeong
Ilyoung Jeong
Cochlear.ai
Sangmin Lee
Sangmin Lee
LG Electronics CTO Department
Yekyung Kim
Yekyung Kim
LG Electronics CTO Department
Minz Sanghee Won
Minz Sanghee Won
Universitat Pompeu Fabra (UPF)
Jaehun Kim
Jaehun Kim
Delft University of Technology
Hwakyung Hyun
Hwakyung Hyun
Samsung Electronics Mobile
Yeonwha Kim
Yeonwha Kim
Researcher
Harim Kang
Harim Kang
Samsung Electronics
Hyungi Lim
Hyungi Lim
Cochlear.ai
Sooyeon Yoo
Sooyeon Yoo
LG Electronics CTO Department
Haoying Li
Haoying Li
Researcher
Taehoon Kim
Taehoon Kim
Samsung Electronics
Seungjin Lee
Seungjin Lee
SK Telecom ICT R&D Center
Jongkyu Shin
Jongkyu Shin
Samsung Electro-Mechanics
Jiehwan Lee
Jiehwan Lee
Source separation
Sound event classification
Yena Yoo
Yena Yoo
Machine Learning
Music Cognition
Auditory-induced Emotion
Gyuri Kim
Gyuri Kim
Music Cognition
Speech Recognition
Emotion