Emily Mower Provost

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 76

Top Topics

Speech Recognition

Motion Recognition

Temporal Dependencies

Lexical Features

Top Venues

IEEE Trans. Affect. Comput.

Publications

Matthew Perez, Aneesha Sampath, Minxue Niu, Emily Mower Provost
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models. CoRR (2024)
Mohammad Soleymani, Shiro Kumano, Emily Mower Provost, Nadia Bianchi-Berthouze, Akane Sano, Kenji Suzuki
Guest Editorial Best of ACII 2021. IEEE Trans. Affect. Comput. 15 (2) (2024)
Amrit Romana, Kazuhito Koishida, Emily Mower Provost
Automatic Disfluency Detection from Untranscribed Speech. CoRR (2023)
Chi-Chun Lee, Theodora Chaspari, Emily Mower Provost, Shrikanth S. Narayanan
An Engineering View on Emotions and Speech: From Analysis and Predictive Models to Responsible Human-Centered Applications. Proc. IEEE 111 (10) (2023)
James Tavernor, Matthew Perez, Emily Mower Provost
Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition. INTERSPEECH (2023)
Minxue Niu, Amrit Romana, Mimansa Jaiswal, Melvin G. McInnis, Emily Mower Provost
Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder. INTERSPEECH (2023)
Matthew Perez, Duc Le, Amrit Romana, Elise Jones, Keli Licata, Emily Mower Provost
Seq2seq for Automatic Paraphasia Detection in Aphasic Speech. CoRR (2023)
Zakaria Aldeneh, Emily Mower Provost
You're Not You When You're Angry: Robust Emotion Features Emerge by Recognizing Speakers. IEEE Trans. Affect. Comput. 14 (2) (2023)
Amrit Romana, Minxue Niu, Matthew Perez, Angela Roberts, Emily Mower Provost
Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech. INTERSPEECH (2022)
Matthew Perez, Mimansa Jaiswal, Minxue Niu, Cristina Gorrostieta, Matthew Roddy, Kye Taylor, Reza Lotfian, John Kane, Emily Mower Provost
Mind the gap: On the value of silence representations to lexical-based speech emotion recognition. INTERSPEECH (2022)
Mimansa Jaiswal, Emily Mower Provost
Why Should I Trust a Model is Private? Using Shifts in Model Explanation for Evaluating Privacy-Preserving Emotion Recognition Model. CoRR (2021)
Mimansa Jaiswal, Emily Mower Provost
Best Practices for Noise-Based Augmentation to Improve the Performance of Emotion Recognition "In the Wild". CoRR (2021)
Matthew Perez, Amrit Romana, Angela Roberts, Noelle Carlozzi, Jennifer Ann Miner, Praveen Dayalu, Emily Mower Provost
Articulatory Coordination for Speech Motor Tracking in Huntington Disease. CoRR (2021)
Alex Wilf, Emily Mower Provost
Towards Noise Robust Speech Emotion Recognition Using Dynamic Layer Customization. ACII (2021)
Amrit Romana, John Bandon, Matthew Perez, Stephanie Gutierrez, Richard Richter, Angela Roberts, Emily Mower Provost
Automatically Detecting Errors and Disfluencies in Read Speech to Predict Cognitive Impairment in People with Parkinson's Disease. Interspeech (2021)
John Gideon, Melvin G. McInnis, Emily Mower Provost
Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). IEEE Trans. Affect. Comput. 12 (4) (2021)
Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
Jointly Aligning and Predicting Continuous Emotion Annotations. IEEE Trans. Affect. Comput. 12 (4) (2021)
Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea
Understanding the Impact of COVID-19 on Online Mental Health Forums. ACM Trans. Manag. Inf. Syst. 12 (4) (2021)
Brian Stasak, Julien Epps, Heather T. Schatten, Ivan W. Miller, Emily Mower Provost, Michael F. Armey
Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt. Speech Commun. 132 (2021)
Matthew Perez, Amrit Romana, Angela Roberts, Noelle Carlozzi, Jennifer Ann Miner, Praveen Dayalu, Emily Mower Provost
Articulatory Coordination for Speech Motor Tracking in Huntington Disease. Interspeech (2021)
Lance Ying, Amrit Romana, Emily Mower Provost
Accounting for Variations in Speech Emotion Recognition with Nonparametric Hierarchical Neural Network. CoRR (2021)
Zakaria Aldeneh, Matthew Perez, Emily Mower Provost
Learning Paralinguistic Features from Audiobooks through Style Voice Conversion. NAACL-HLT (2021)
Mimansa Jaiswal, Emily Mower Provost
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition. AAAI (2020)
Alex Wilf, Emily Mower Provost
Dynamic Layer Customization for Noise Robust Speech Emotion Recognition in Heterogeneous Condition Training. CoRR (2020)
Matthew Perez, Zakaria Aldeneh, Emily Mower Provost
Aphasic Speech Recognition using a Mixture of Speech Intelligibility Experts. CoRR (2020)
Matthew Perez, Zakaria Aldeneh, Emily Mower Provost
Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts. INTERSPEECH (2020)
Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea
Quantifying the Effects of COVID-19 on Mental Health Support Forums. CoRR (2020)
Amrit Romana, John Bandon, Noelle Carlozzi, Angela Roberts, Emily Mower Provost
Classification of Manifest Huntington Disease Using Vowel Distortion Measures. INTERSPEECH (2020)
Mimansa Jaiswal, Cristian-Paul Bara, Yuanhang Luo, Mihai Burzo, Rada Mihalcea, Emily Mower Provost
MuSE: a Multimodal Dataset of Stressed Emotion. LREC (2020)
Amrit Romana, John Bandon, Noelle Carlozzi, Angela Roberts, Emily Mower Provost
Classification of Manifest Huntington Disease using Vowel Distortion Measures. CoRR (2020)
Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost
Classification of Huntington Disease using Acoustic and Lexical Features. CoRR (2020)
Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea
Quantifying the Effects of COVID-19 on Mental Health Support Forums. NLP4COVID@EMNLP (2020)
Katie Matton, Melvin G. McInnis, Emily Mower Provost
Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder. INTERSPEECH (2019)
Mimansa Jaiswal, Emily Mower Provost
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition. CoRR (2019)
John Gideon, Melvin G. McInnis, Emily Mower Provost
Barking up the Right Tree: Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). CoRR (2019)
Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. INTERSPEECH (2019)
Mimansa Jaiswal, Zakaria Aldeneh, Emily Mower Provost
Controlling for Confounders in Multimodal Emotion Classification via Adversarial Learning. CoRR (2019)
Yelin Kim, Emily Mower Provost
ISLA: Temporal Segmentation and Labeling for Audio-Visual Emotion Recognition. IEEE Trans. Affect. Comput. 10 (2) (2019)
Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
Jointly Aligning and Predicting Continuous Emotion Annotations. CoRR (2019)
John Gideon, Katie Matton, Steve Anderau, Melvin G. McInnis, Emily Mower Provost
When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations. CoRR (2019)
Biqiao Zhang, Yuqing Kong, Georg Essl, Emily Mower Provost
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition. AAAI (2019)
Biqiao Zhang, Emily Mower Provost, Georg Essl
Cross-Corpus Acoustic Emotion Recognition with Multi-Task Learning: Seeking Common Ground While Preserving Differences. IEEE Trans. Affect. Comput. 10 (1) (2019)
Biqiao Zhang, Soheil Khorram, Emily Mower Provost
Exploiting Acoustic and Lexical Properties of Phonemes to Recognize Valence from Speech. ICASSP (2019)
Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain. CoRR (2019)
John Gideon, Heather T. Schatten, Melvin G. McInnis, Emily Mower Provost
Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation. INTERSPEECH (2019)
Mimansa Jaiswal, Zakaria Aldeneh, Cristian-Paul Bara, Yuanhang Luo, Mihai Burzo, Rada Mihalcea, Emily Mower Provost
Muse-ing on the Impact of Utterance Ordering on Crowdsourced Emotion Annotations. ICASSP (2019)
Soheil Khorram, Melvin G. McInnis, Emily Mower Provost
Trainable Time Warping: Aligning Time-series in the Continuous-time Domain. ICASSP (2019)
Mimansa Jaiswal, Zakaria Aldeneh, Cristian-Paul Bara, Yuanhang Luo, Mihai Burzo, Rada Mihalcea, Emily Mower Provost
MuSE-ing on the Impact of Utterance Ordering On Crowdsourced Emotion Annotations. CoRR (2019)
Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. CoRR (2019)
Vidhyasaharan Sethu, Emily Mower Provost, Julien Epps, Carlos Busso, Nicholas Cummins, Shrikanth S. Narayanan
The Ambiguous World of Emotion Representation. CoRR (2019)
Mimansa Jaiswal, Zakaria Aldeneh, Emily Mower Provost
Controlling for Confounders in Multimodal Emotion Classification via Adversarial Learning. ICMI (2019)
Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost
Improving End-of-turn Detection in Spoken Dialogues by Detecting Speaker Intentions as a Secondary Task. CoRR (2018)
Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin G. McInnis, Emily Mower Provost
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. INTERSPEECH (2018)
Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost
Improving End-of-Turn Detection in Spoken Dialogues by Detecting Speaker Intentions as a Secondary Task. ICASSP (2018)
Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin G. McInnis, Emily Mower Provost
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. CoRR (2018)
Duc Le, Keli Licata, Emily Mower Provost
Automatic quantitative analysis of spontaneous aphasic speech. Speech Commun. 100 (2018)
Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost
Classification of Huntington Disease Using Acoustic and Lexical Features. INTERSPEECH (2018)
Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost
Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. CoRR (2017)
John Gideon, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost
Progressive Neural Networks for Transfer Learning in Emotion Recognition. INTERSPEECH (2017)
Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost
Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. INTERSPEECH (2017)
Carlos Busso, Srinivas Parthasarathy, Alec Burmania, Mohammed Abdel-Wahab, Najmeh Sadoughi, Emily Mower Provost
MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception. IEEE Trans. Affect. Comput. 8 (1) (2017)
Biqiao Zhang, Georg Essl, Emily Mower Provost
Predicting the distribution of emotion perception: capturing inter-rater variability. ICMI (2017)
Duc Le, Keli Licata, Emily Mower Provost
Automatic Paraphasia Detection from Aphasic Speech: A Preliminary Study. INTERSPEECH (2017)
Duc Le, Zakaria Aldeneh, Emily Mower Provost
Discretized Continuous Speech Emotion Recognition with Multi-Task Deep Recurrent Neural Network. INTERSPEECH (2017)
Zakaria Aldeneh, Soheil Khorram, Dimitrios Dimitriadis, Emily Mower Provost
Pooling acoustic and lexical features for the prediction of valence. ICMI (2017)
Zakaria Aldeneh, Emily Mower Provost
Using regional saliency for speech emotion recognition. ICASSP (2017)
John Gideon, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost
Progressive Neural Networks for Transfer Learning in Emotion Recognition. CoRR (2017)
Rebecca Bates, Eric Fosler-Lussier, Florian Metze, Martha A. Larson, Gina-Anne Levow, Emily Mower Provost
Experiences with Shared Resources for Research and Education in Speech and Language Processing. INTERSPEECH (2016)
Soheil Khorram, John Gideon, Melvin G. McInnis, Emily Mower Provost
Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge. INTERSPEECH (2016)
Duc Le, Keli Licata, Carol Persad, Emily Mower Provost
Automatic Assessment of Speech Intelligibility for Individuals With Aphasia. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Biqiao Zhang, Emily Mower Provost, Georg Essl
Cross-corpus acoustic emotion recognition from singing and speaking: A multi-task learning approach. ICASSP (2016)
Biqiao Zhang, Georg Essl, Emily Mower Provost
Automatic recognition of self-reported and perceived emotion: does joint modeling help? ICMI (2016)
John Gideon, Emily Mower Provost, Melvin G. McInnis
Mood state prediction from speech of varying acoustic quality for individuals with bipolar disorder. ICASSP (2016)
Duc Le, Emily Mower Provost
Improving Automatic Recognition of Aphasic Speech with AphasiaBank. INTERSPEECH (2016)
John Gideon, Biqiao Zhang, Zakaria Aldeneh, Yelin Kim, Soheil Khorram, Duc Le, Emily Mower Provost
Wild wild emotion: a multimodal ensemble approach. ICMI (2016)
Yelin Kim, Emily Mower Provost
Emotion spotting: discovering regions of evidence in audio-visual emotion expressions. ICMI (2016)
Yelin Kim, Emily Mower Provost
Leveraging inter-rater agreement for audio-visual emotion recognition. ACII (2015)
Biqiao Zhang, Emily Mower Provost, Robert Swedberg, Georg Essl
Predicting Emotion Perception Across Domains: A Study of Singing and Speaking. AAAI (2015)
Duc Le, Emily Mower Provost
Data selection for acoustic emotion recognition: Analyzing and comparing utterance and sub-utterance selection strategies. ACII (2015)
Biqiao Zhang, Georg Essl, Emily Mower Provost
Recognizing emotion from singing and speaking using shared models. ACII (2015)
Yelin Kim, Jixu Chen, Ming-Ching Chang, Xin Wang, Emily Mower Provost, Siwei Lyu
Modeling transition patterns between events for temporal human action segmentation and classification. FG (2015)
Yelin Kim, Emily Mower Provost
Emotion Recognition During Speech Using Dynamics of Multiple Regions of the Face. ACM Trans. Multim. Comput. Commun. Appl. 12 (1s) (2015)
Yuan Shangguan, Emily Mower Provost
EmoShapelets: Capturing local dynamics of audio-visual affective speech. ACII (2015)
Emily Mower Provost, Yuan Shangguan, Carlos Busso
UMEME: University of Michigan Emotional McGurk Effect Data Set. IEEE Trans. Affect. Comput. 6 (4) (2015)
Duc Le, Keli Licata, Elizabeth Mercado, Carol Persad, Emily Mower Provost
Automatic analysis of speech quality for aphasia treatment. ICASSP (2014)
Yelin Kim, Emily Mower Provost
Say Cheese vs. Smile: Reducing Speech-Related Variability for Facial Emotion Recognition. ACM Multimedia (2014)
Duc Le, Emily Mower Provost
Modeling pronunciation, rhythm, and intonation for automatic assessment of speech quality in aphasia rehabilitation. INTERSPEECH (2014)
Zahi N. Karam, Emily Mower Provost, Satinder P. Singh, Jennifer Montgomery, Christopher Archer, Gloria Harrington, Melvin G. McInnis
Ecologically valid long-term mood monitoring of individuals with bipolar disorder using speech. ICASSP (2014)
Emily Mower Provost, Irene Zhu, Shrikanth S. Narayanan
Using emotional noise to uncloud audio-visual emotion perceptual evaluation. ICME (2013)
Yelin Kim, Emily Mower Provost
Emotion classification via utterance-level dynamics: A pattern-based approach to characterizing affective expressions. ICASSP (2013)
Emily Mower Provost
Identifying salient sub-utterance emotion dynamics using flexible units and estimates of affective flow. ICASSP (2013)
Theodora Chaspari, Emily Mower Provost, Shrikanth S. Narayanan
Analyzing the structure of parent-moderated narratives from children with ASD using an entity-based approach. INTERSPEECH (2013)
Yelin Kim, Honglak Lee, Emily Mower Provost
Deep learning for robust feature generation in audiovisual emotion recognition. ICASSP (2013)
Duc Le, Emily Mower Provost
Emotion recognition from spontaneous speech using Hidden Markov models with deep belief networks. ASRU (2013)
Emily Mower Provost, Shrikanth S. Narayanan
Simplifying emotion classification through emotion distillation. APSIPA (2012)
Theodora Chaspari, Emily Mower Provost, Athanasios Katsamanis, Shrikanth S. Narayanan
An acoustic analysis of shared enjoyment in ECA interactions of children with autism. ICASSP (2012)
Michael Grimm, Emily Mower Provost, Kristian Kroschel, Shrikanth S. Narayanan
Combining categorical and primitives-based emotion recognition. EUSIPCO (2006)