Scholar
Emily Mower Provost
Google Scholar ID: 2pH8BZwAAAAJ
Professor of Computer Science, University of Michigan
Citations & Impact
Citations
7,774
H-index
34
i10-index
74
Publications
20
Co-authors
25
list available
Publications
Resume
Academic Achievements
- Toyota Faculty Scholar Award (2020)
- National Science Foundation CAREER Award (2017)
- Oscar Stern Award for Depression Research (2015)
- National Science Foundation Graduate Research Fellowship (2004–2007)
- Co-author of multiple award-winning papers in automatic emotion recognition
Research Experience
- Leads research on speech-centered machine learning for human behavior modeling
- Focus areas: emotion recognition, mental health modeling, and assistive technology
- In emotion recognition, explores multidimensional emotion representations and interpretable data modeling
- In mental health modeling, uses real-world speech data to assess symptom severity in bipolar disorder and suicide risk
- In assistive technology, designs speech-based algorithms to detect health changes related to language, muscular, and cognitive impairments
