Emily Mower Provost
Orcid: 0000-0003-1870-6063Affiliations:
- University of Michigan, Ann Arbor, USA
According to our database1,
Emily Mower Provost
authored at least 105 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE ACM Trans. Audio Speech Lang. Process., 2024
CoRR, 2024
Why Antiwork: A RoBERTa-Based System for Work-Related Stress Identification and Leading Factor Analysis.
CoRR, 2024
The Whole Is Bigger Than the Sum of Its Parts: Modeling Individual Annotators to Capture Emotional Variability.
CoRR, 2024
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models.
CoRR, 2024
2023
An Engineering View on Emotions and Speech: From Analysis and Predictive Models to Responsible Human-Centered Applications.
Proc. IEEE, October, 2023
Manuf. Serv. Oper. Manag., July, 2023
You're Not You When You're Angry: Robust Emotion Features Emerge by Recognizing Speakers.
IEEE Trans. Affect. Comput., 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
2022
Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Mind the gap: On the value of silence representations to lexical-based speech emotion recognition.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
2021
ACM Trans. Manag. Inf. Syst., 2021
IEEE Trans. Affect. Comput., 2021
Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG).
IEEE Trans. Affect. Comput., 2021
Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt.
Speech Commun., 2021
Accounting for Variations in Speech Emotion Recognition with Nonparametric Hierarchical Neural Network.
CoRR, 2021
Best Practices for Noise-Based Augmentation to Improve the Performance of Emotion Recognition "In the Wild".
CoRR, 2021
Why Should I Trust a Model is Private? Using Shifts in Model Explanation for Evaluating Privacy-Preserving Emotion Recognition Model.
CoRR, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Automatically Detecting Errors and Disfluencies in Read Speech to Predict Cognitive Impairment in People with Parkinson's Disease.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021
2020
Dynamic Layer Customization for Noise Robust Speech Emotion Recognition in Heterogeneous Condition Training.
CoRR, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Cross-Corpus Acoustic Emotion Recognition with Multi-Task Learning: Seeking Common Ground While Preserving Differences.
IEEE Trans. Affect. Comput., 2019
IEEE Trans. Affect. Comput., 2019
CoRR, 2019
Barking up the Right Tree: Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG).
CoRR, 2019
Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Controlling for Confounders in Multimodal Emotion Classification via Adversarial Learning.
Proceedings of the International Conference on Multimodal Interaction, 2019
Exploiting Acoustic and Lexical Properties of Phonemes to Recognize Valence from Speech.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Improving End-of-Turn Detection in Spoken Dialogues by Detecting Speaker Intentions as a Secondary Task.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
IEEE Trans. Affect. Comput., 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Discretized Continuous Speech Emotion Recognition with Multi-Task Deep Recurrent Neural Network.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Predicting the distribution of emotion perception: capturing inter-rater variability.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Experiences with Shared Resources for Research and Education in Speech and Language Processing.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Automatic recognition of self-reported and perceived emotion: does joint modeling help?
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Emotion spotting: discovering regions of evidence in audio-visual emotion expressions.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Cross-corpus acoustic emotion recognition from singing and speaking: A multi-task learning approach.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Mood state prediction from speech of varying acoustic quality for individuals with bipolar disorder.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
ACM Trans. Multim. Comput. Commun. Appl., 2015
IEEE Trans. Affect. Comput., 2015
Modeling transition patterns between events for temporal human action segmentation and classification.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
Data selection for acoustic emotion recognition: Analyzing and comparing utterance and sub-utterance selection strategies.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Say Cheese vs. Smile: Reducing Speech-Related Variability for Facial Emotion Recognition.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Modeling pronunciation, rhythm, and intonation for automatic assessment of speech quality in aphasia rehabilitation.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Ecologically valid long-term mood monitoring of individuals with bipolar disorder using speech.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Analyzing the structure of parent-moderated narratives from children with ASD using an entity-based approach.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Identifying salient sub-utterance emotion dynamics using flexible units and estimates of affective flow.
Proceedings of the IEEE International Conference on Acoustics, 2013
Emotion classification via utterance-level dynamics: A pattern-based approach to characterizing affective expressions.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Emotion recognition from spontaneous speech using Hidden Markov models with deep belief networks.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013
2012
An acoustic analysis of shared enjoyment in ECA interactions of children with autism.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
2011
IEEE Trans. Speech Audio Process., 2011
Speech Commun., 2011
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Rachel: Design of an emotionally targeted interactive agent for children with autism.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the Computational Physiology, 2011
2010
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010
A cluster-profile representation of emotion using agglomerative hierarchical clustering.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
2009
Human Perception of Audio-Visual Synthetic Character Emotion Expression in the Presence of Ambiguous and Conflicting Information.
IEEE Trans. Multim., 2009
Evaluating evaluators: a case study in understanding the benefits and pitfalls of multi-evaluator modeling.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
Proceedings of the Affective Computing and Intelligent Interaction, 2009
2008
Lang. Resour. Evaluation, 2008
Selection of Emotionally Salient Audio-Visual Features for Modeling Human Evaluations of Synthetic Character Emotion Displays.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008
Joint-processing of audio-visual signals in human perception of conflicting synthetic character emotions.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Human perception of synthetic character emotions in the presence of conflicting and congruent vocal and facial expressions.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Speech Commun., 2007
Investigating Implicit Cues for User State Estimation in Human-Robot Interaction Using Physiological Measurements.
Proceedings of the IEEE RO-MAN 2007, 2007
2006
Proceedings of the 14th European Signal Processing Conference, 2006