Patrick Donnelly

Assistant Professor, Computer Science
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Office: 541-706-2071

Graduate & Research Center

Graduate & Research Center 239

650 SW Columbia Street

650 SW Columbia Street
Bend, OR 97702
Credentials: 
Ph.D., Computer Science, Montana State University, 2015
M.S.E., Computer Science, Johns Hopkins University, 2008
M.M., Computer Music, Peabody Conservatory, 2008
M.M., Musicology, Peabody Conservatory, 2008
A.B., Music History, Washington University in St. Louis, 2004
B.S., Computer Science, Washington University in St. Louis, 2004
Curriculum Vitae: 

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Biography

Assistant Professor of Computer Science at Oregon State University-Cascades, 2019
Assistant Professor of Computer Science at California State University-Chico, 2017-2019
Postdoctoral researcher in Computer Science at the University of Notre Dame, 2015-2017

Patrick Donnelly received his Ph.D. in Computer Science from Montana State University in 2015 with a dissertation focused on segmentation and multi-label classification of musical instrument timbre from polyphonic audio. As a postdoctoral researcher in the Emotive Computing Laboratory at the University of Notre Dame he researched the automatic analysis of teachers' instructional practices using acoustic signal processing and machine learning. Prior to joining OSU-Cascades he taught Computer Science at Chico State University.

Research

His primary research interests are deep learning from non-speech audio, educational data mining from audio, large imbalanced datasets, and machine learning in the musical domain.