Welcome to Zhiyao Duan's Homepage!
 |
Zhiyao Duan ( Ph. D. Candidate Ford Engineering Design Center, Room 3-230 Tel: 1-847-530-7762 |
)
Introduction
| I am a Ph.D. student at Department of Electrical Engineering and Computer Science, Northwestern University. I work in the Interative Audio Lab. My advisor is Prof. Bryan Pardo. |
| I obtained my master's degree in Department of Automation, Tsinghua University in 2008. I worked in the Pattern Recognition and Machine Learning Lab (Bigeye Lab) from 2004 to 2008. My advisor was Prof. Changshui Zhang. |
| I was a visiting researcher in Center for Computer Research in Music and Acoustics (CCRMA) at Stanford University. My research advisor was Prof. Julius O. Smith III. |
| I obtained my bachelor's degree in Department of Automation, Tsinghua University in 2004, where I spent a colorful undergraduate life. |
Research Interests
My research interests lie primarily in the interdisciplinary area of signal processing and machine learing towarding the audio information retrieval applications. I have been working on several projects such as multi-pitch estimation and tracking, sound source separation, audio-score alignment, music annotation and recommendation, audio tonality classification, etc. Please see my research for detailed information.
Audio Information Retrieval: |
Multi-pitch Estimation & Tracking, Source Separation, Score Alignment and Following |
Machine Learning: |
Semi-supervised Learning, Multiple Instance Learning |
Signal Processing: |
Audio Analysis and Synthesis |