Advisor: Prof. Julius O. Smith Co-Advisor:
Prof. Jonathan Berger,
Dr. Malcolm Slaney
Dissertation: A System for Acoustic Chord
Transcription and Key Extraction from Audio Using Hidden Markov Models
Trained on Synthesized Audio
Research Interests
Music Information Retrieval
Machine Learning Methods for Music Applications
Computational Model of Music Perception/Cognition
Computational Auditory Scene Analysis
Digital Audio Signal Processing
Publications(in
reverse chronological order)
2009
Ching-Wei Chen, Markus
Cremer, Kyogu Lee, Peter
DiMaria, Ho-Hsiang Wu, “Improving Perceived Tempo Estimation by
Statistical Modeling of Higher-Level Musical Descriptors”, Audio Engineering Society Convention
Paper, to be presented at the 126th Convention, Munich, Germany
Kyogu Lee, Markus
Cremer, “Automatic Labelinig of Training Data for Singing Voice
Detection in Musical Audio”, in
Proceedings of International Conference on Signal Processing, Pattern
Recognition and Applications
2008
Kyogu Lee, Markus
Cremer, “Segmentation-based Lyrics-Audio Alignment Using Dynamic
Programming”, in
Proceedings of International Conference on Music Information
Retrieval, 2008, to appear
Kyogu Lee, “A System
for Acoustic Chord Transcription and Key Extraction from Audio
Using Hidden Markov Models Trained on Synthesized Audio”, Ph.D. thesis, Stanford University
Kyogu Lee, Malcolm
Slaney, “Acoustic Chord Transcription and Key Extraction from Audio
Using Key-Dependent
HMMs Trained on Synthesized Audio”,
in The IEEE
Transactions on Audio, Speech and Language Processing, 16 (2), pp.
291-301
2007
Kyogu Lee, Malcolm
Slaney, “A Unified System for Chord Transcription and Key Extraction
Using Hidden Markov Models”, in
Proceedings of International Conference on Music Information
Retrieval,
2007
Kyogu Lee, “A System
for
Automatic Chord Transcription Using Genre-Specific Hidden Markov
Models”, in Proceedings of
International
Workshop on Adaptive Multimedia Retrieval, 2007
2006
Kyogu Lee, “Identifying
Cover Songs from Audio Using Harmonic Representation”, extended abstract submitted to MIREX
(Music Information Retrieval Evaluation eXchange) task on Audio Cover
Song Identification, 2006
Kyogu Lee, Malcolm
Slaney, “Automatic Chord Recognition from Audio Using a Supervised HMM
Trained with Audio-from-Symbolic Data”, in Proceedings of Audio and Music
Computing for
Multimedia Workshop in conjunction with ACM Multimedia, 2006
Kyogu Lee, Malcolm
Slaney, “Automatic Chord Recognition Using an HMM with Supervised
Learning”, in Proceedings of
International Conference on Music Information Retrieval, 2006
Kyogu Lee, “Automatic
Chord Recognition Using Enhanced Pitch Class Profile”, in Proceedings of International Computer
Music
Conference, 2006
2005
Kyogu Lee, Minjong Kim,
“Estimating the Amplitude of the Cubic Difference Tone Using a
Third-Order Adaptive Volterra
Filter”, in Proceedings of
International Conference on Digital Audio Effects, 2005
Kyogu Lee, Greg
Sell, Jonathan Berger, “Sonification Using Digital Waveguide
And 2- and 3-Dimensional Digital Waveguide Mesh”, in Proceedings of International
Conference on Auditory Display, 2005
Kyogu Lee, “Automatic
Chord Recognition Using a Summary Autocorrelation Function”, Stanford EE391 Special Report, 2005
Aaron Master, Kyogu Lee,
“Explicit Onset Modeling Using Time Reassignment”, in IEEE Proceedings of International
Conference
on Acoustics, Speech, and Signal
Processing, 2005
2004
Kyogu Lee,“Pitch
Perception: Place Theory, Temporal Theory, and Beyond”, Stanford EE391 Special Report, 2004
Kyogu Lee, Julius
Smith,
“Implementation of a Highly Diffusing 2-D Digital Waveguide Mesh with a
Quadratic Residue
Diffuser”, in Proceedings of
International Computer Music Conference, 2004
Ryan Cassidy, Jonathan Berger, Kyogu
Lee, “Analysis of
hyperspectral colon tissue images using vocal synthesis models”,
in IEEE Asilomar Conference On
Signals, Systems, and Computers, 2004
Ryan Cassidy, Jonathan Berger, Kyogu
Lee, “Auditory Display of Hyperspectral Colon Tissue Images
Using Vocal Synthesis Models”, in Proceedings of International
Conference on Auditory Display, 2004