Emily Mower Provost
Professor, EECS – Computer Science and Engineering
Studies audio-visual modeling of human behavior with a focus on emotion recognition from speech and speech-based assistive technologies for mental health.
Emily Mower Provost's lab at Michigan works on speech recognition & spoken language, affective & health speech and recognition, detection & segmentation. 18 papers since 2023, 6 at top venues, mostly Interspeech and TAFFC. 8 alumni. Applications close .
At a glance
- papers, 2023–2026
- 5/ year
- at T1 venues
- 33%
- PhD students
- 0
- MS students
- 0
- alumni listed
- 8
Papers by yearfrom DBLP, 2023–2026
- 1 papers2026 · T1 0 · collecting
- 7 papers2025 · T1 1
- 5 papers2024 · T1 3
- 5 papers2023 · T1 2
T1 venuesOtherVenues: Interspeech, TAFFC, ASRU, ICASSP
Research focuspaper titles that use each topic's words
- Speech recognition & spoken language9 papers
- Affective & health speech7 papers
- Recognition, detection & segmentation7 papers
- assistive technologies0 papers
- audio-visual0 papers
Paper list
From DBLP.
20257 papers
- ACM Trans. Access. Comput."I Felt Listened to": Evaluating an AI-Powered Reflection Tool for Care Partners (opens in a new tab)
- ICASSP (T1)Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers (opens in a new tab)
- TAFFCEmotion Recognition in the Real World: Passively Collecting and Estimating Emotions From Natural Speech Data of Individuals With Bipolar Disorder (opens in a new tab)
- J. Am. Medical Informatics Assoc.Large language models accurately identify immunosuppression in intensive care unit patients (opens in a new tab)
- ASRUMore Similar than Dissimilar: Modeling Annotators for Cross-Corpus Speech Emotion Recognition (opens in a new tab)
- TAFFCRethinking Emotion Annotations in the Era of Large Language Models (opens in a new tab)
- Findings of IJCNLP-AACLSEER: The Span-based Emotion Evidence Retrieval Benchmark (opens in a new tab)
20245 papers
- IEEE ACM Trans. Audio Speech Lang. Process.Automatic Disfluency Detection From Untranscribed Speech (opens in a new tab)
- Interspeech (T1)Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models (opens in a new tab)
- Interspeech (T1)From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs (opens in a new tab)
- TAFFCGuest Editorial Best of ACII 2021 (opens in a new tab)
- Interspeech (T1)The Whole Is Bigger Than the Sum of Its Parts: Modeling Individual Annotators to Capture Emotional Variability (opens in a new tab)
20235 papers
- Proc. IEEEAn Engineering View on Emotions and Speech: From Analysis and Predictive Models to Responsible Human-Centered Applications (opens in a new tab)
- Interspeech (T1)Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder (opens in a new tab)
- Manuf. Serv. Oper. Manag.Demand Learning and Pricing for Varying Assortments (opens in a new tab)
- Interspeech (T1)Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition (opens in a new tab)
- TAFFCYou're Not You When You're Angry: Robust Emotion Features Emerge by Recognizing Speakers (opens in a new tab)
Where alumni went8 listed, 0% to industry
Industry 0Academia 1
Also to
- MIT
Apply to MichiganFall 2027
Michigan CSE Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- See program page
- English
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- Fee
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Not yet confirmed for this intake.
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