profile 

Liang Chen

Music Infomatics Ph.D. Candidate
School of Informatics and Computing
Indiana University Bloomington
901 E. 10th Street
Bloomington, IN, 47408
Office: Info West 313
Email: chen348 [@] indiana [DOT] edu

About me

I'm currently a fifth-year Ph.D. candidate in Music Informatics at Indiana University Bloomington, advised by Prof. Christopher Raphael.
My research interest is to apply computational approaches and statistical models to address the problems related to the acquisition, analysis and processing of music data. Some specific projects include the scalable system for Optical Music Recognition (OMR), automatic music renotation from OMR, and expressive instrument synthesis. In essence, my research explores how to better combine technology such as AI, Computer Vision and HCI, and music to create useful or interesting applications.

Education

  • Ph.D., Music Informatics, Indiana University Bloomington, 2017 (expected).

  • M.S., Artifical Neural Networks Lab, Institute of Semiconductors, Chinese Academy of Sciences, 2012.

  • B.S., Microelectronics, Shanghai Jiao Tong University, 2009.

Research

  • Optical Music Recognition

  • Music Renotation

  • Human-in-the-loop Computation
    Find out more.

Conference Papers

  1. Liang Chen, Christopher Raphael, "Renotation of Optical Music Recognition Data", SMC, 2017. [pdf]

  2. Sanna Wager, Liang Chen, Minje Kim, Christopher Raphael, "Towards Expressive Instrument Synthesis Through Smooth Frame-By-Frame Reconstruction: From String To Woodwind", ICASSP, 2017. [pdf]

  3. Liang Chen, Erik Stolterman, Christopher Raphael, "Human Interactive Optical Music Recognition", ISMIR, 2016. [pdf]

  4. Liang Chen, Kun Duan, "MIDI-Assisted Egocentric Optical Music Recognition", WACV, 2016. [pdf]

  5. Liang Chen, Christopher Raphael, "Human Directed Optical Music Recognition", Electronic Imaging, 2016. [pdf]

  6. Liang Chen, Rong Jin, Christopher Raphael, "Renotation from Optical Music Recognition", Mathematics and Computation in Music, 2015. [pdf]

Workshop Papers

  1. Liang Chen, Rong Jin, Christopher Raphael, Human-Guided Recognition of Music Score Images, to appear in DLfM 2017.

  2. Christopher Raphael, Liang Chen, Yucong Jiang, Rong Jin, Erik Stolterman, Optical Music Recognition with Human Labeled Constraints, CHI Workshop on Human-Centred Machine Learning, 2016. [pdf]

Posters

  1. Liang Chen, Rong Jin, Simo Zhang, Stefan Lee, Zhenhua Chen, David Crandall, A Hybrid HMM-RNN Model for Optical Music Recognition, ISMIR Late Breaking, 2016. [pdf] [poster]

  2. Liang Chen, Christopher Raphael, "Ceres: An Interactive Optical Music Recognition System", ISMIR Late Breaking, 2015. [pdf] [poster]