Polyphonic Music Transcription - Zhiyao Duan (Northwestern University)

Date: 
Wed, 08/24/2011 - 4:00pm - 5:00pm
Location: 
CCRMA Seminar Room
Event Type: 
Hearing Seminar
Zhiyao Duan (Northwestern University) will talk about his work on Multi-pitch Estimation &Tracking and its application in Audio-Score Alignment and Score-Informed Source Separation

The talk will be based on the following papers/presentations.
[1] Zhiyao Duan, Bryan Pardo and Changshui Zhang, Multiple fundamental frequency estimation by modeling spectral peaks and non-peak regions, IEEE Trans. Audio Speech Language Process., vol. 18, no. 8, pp. 2121-2133, 2010.

[2] Zhiyao Duan, Jinyu Han and Bryan Pardo, Harmonically informed multi-pitch tracking, in Proc. International Society on Music Information Retrieval conference (ISMIR), 2009, pp. 333-338.

[3] Zhiyao Duan, Jinyu Han and Bryan Pardo, Song-level multi-pitch tracking by heavily constrained clustering, in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010.

[4] Zhiyao Duan and Bryan Pardo, A state space model for online polyphonic audio-score alignment, in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011.

[5] Zhiyao Duan and Bryan Pardo, Soundprism: an online system for score-informed source separation of music audio, IEEE Journal of Selected Topics in Signal Process., in press.

More details to follow.
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Open to the Public
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