Provost received her B.S. in electrical engineering (summa cum laude and with thesis honors) from
Tufts University in 2004, and her M.S. and Ph.D. in electrical engineering from the
University of Southern California, Los Angeles, CA in 2007 and 2010, respectively. After postdoctoral research in the Signal Analysis and Interpretation Lab at the University of Southern California, Provost joined the Computer Science and Engineering Department of the
University of Michigan in 2012. In 2016 Provost was named associate editor for
ACM Transactions on Multimedia and in 2017 was named associate editor for
Computer Speech and Language Journal. She is on the editorial board of Affective Science, an associate editor for IEEE Open Journal of Signal Processing, and an associate editor for IEEE Transactions on Affective Computing since 2019. == Research work ==