| 2025 | ASRU | More Similar than Dissimilar: Modeling Annotators for Cross-Corpus Speech Emotion Recognition. | James Tavernor, Emily Mower Provost |
| 2025 | ICASSP | Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers. | Aneesha Sampath, James Tavernor, Emily Mower Provost |
| 2025 | IJCNLP | SEER: The Span-based Emotion Evidence Retrieval Benchmark. | Aneesha Sampath, Oya Aran, Emily Mower Provost |
| 2024 | Interspeech | From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs. | Minxue Niu, Mimansa Jaiswal, Emily Mower Provost |
| 2024 | Interspeech | Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models. | Matthew Perez, Aneesha Sampath, Minxue Niu, Emily Mower Provost |
| 2024 | Interspeech | The Whole Is Bigger Than the Sum of Its Parts: Modeling Individual Annotators to Capture Emotional Variability. | James Tavernor, Yara El-Tawil, Emily Mower Provost |
| 2023 | Interspeech | Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder. | Minxue Niu, Amrit Romana, Mimansa Jaiswal, Melvin G. McInnis, Emily Mower Provost |
| 2023 | Interspeech | Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition. | James Tavernor, Matthew Perez, Emily Mower Provost |
| 2022 | Interspeech | Mind the gap: On the value of silence representations to lexical-based speech emotion recognition. | Matthew Perez, Mimansa Jaiswal, Minxue Niu, Cristina Gorrostieta, Matthew Roddy, Kye Taylor, Reza Lotfian, John Kane, Emily Mower Provost |
| 2022 | Interspeech | Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech. | Amrit Romana, Minxue Niu, Matthew Perez, Angela Roberts, Emily Mower Provost |
| 2021 | ACII | Towards Noise Robust Speech Emotion Recognition Using Dynamic Layer Customization. | Alex Wilf, Emily Mower Provost |
| 2021 | Interspeech | Articulatory Coordination for Speech Motor Tracking in Huntington Disease. | Matthew Perez, Amrit Romana, Angela Roberts, Noelle Carlozzi, Jennifer Ann Miner, Praveen Dayalu, Emily Mower Provost |
| 2021 | Interspeech | Automatically Detecting Errors and Disfluencies in Read Speech to Predict Cognitive Impairment in People with Parkinson's Disease. | Amrit Romana, John Bandon, Matthew Perez, Stephanie Gutierrez, Richard Richter, Angela Roberts, Emily Mower Provost |
| 2021 | NAACL | Learning Paralinguistic Features from Audiobooks through Style Voice Conversion. | Zakaria Aldeneh, Matthew Perez, Emily Mower Provost |
| 2020 | AAAI | Privacy Enhanced Multimodal Neural Representations for Emotion Recognition. | Mimansa Jaiswal, Emily Mower Provost |
| 2020 | EMNLP | Quantifying the Effects of COVID-19 on Mental Health Support Forums. | Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea |
| 2020 | Interspeech | Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts. | Matthew Perez, Zakaria Aldeneh, Emily Mower Provost |
| 2020 | Interspeech | Classification of Manifest Huntington Disease Using Vowel Distortion Measures. | Amrit Romana, John Bandon, Noelle Carlozzi, Angela Roberts, Emily Mower Provost |
| 2020 | LREC | MuSE: a Multimodal Dataset of Stressed Emotion. | Mimansa Jaiswal, Cristian-Paul Bara, Yuanhang Luo, Mihai Burzo, Rada Mihalcea, Emily Mower Provost |
| 2019 | AAAI | f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition. | Biqiao Zhang, Yuqing Kong, Georg Essl, Emily Mower Provost |
| 2019 | ICASSP | Muse-ing on the Impact of Utterance Ordering on Crowdsourced Emotion Annotations. | Mimansa Jaiswal, Zakaria Aldeneh, Cristian-Paul Bara, Yuanhang Luo, Mihai Burzo, Rada Mihalcea, Emily Mower Provost |
| 2019 | ICASSP | Trainable Time Warping: Aligning Time-series in the Continuous-time Domain. | Soheil Khorram, Melvin G. McInnis, Emily Mower Provost |
| 2019 | ICASSP | Exploiting Acoustic and Lexical Properties of Phonemes to Recognize Valence from Speech. | Biqiao Zhang, Soheil Khorram, Emily Mower Provost |
| 2019 | ICMI | Controlling for Confounders in Multimodal Emotion Classification via Adversarial Learning. | Mimansa Jaiswal, Zakaria Aldeneh, Emily Mower Provost |
| 2019 | Interspeech | Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. | Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost |
| 2019 | Interspeech | Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation. | John Gideon, Heather T. Schatten, Melvin G. McInnis, Emily Mower Provost |
| 2019 | Interspeech | Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder. | Katie Matton, Melvin G. McInnis, Emily Mower Provost |
| 2018 | ICASSP | Improving End-of-Turn Detection in Spoken Dialogues by Detecting Speaker Intentions as a Secondary Task. | Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost |
| 2018 | Interspeech | The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. | Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin G. McInnis, Emily Mower Provost |
| 2018 | Interspeech | Classification of Huntington Disease Using Acoustic and Lexical Features. | Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost |
| 2017 | ICASSP | Using regional saliency for speech emotion recognition. | Zakaria Aldeneh, Emily Mower Provost |
| 2017 | ICMI | Pooling acoustic and lexical features for the prediction of valence. | Zakaria Aldeneh, Soheil Khorram, Dimitrios Dimitriadis, Emily Mower Provost |
| 2017 | ICMI | Predicting the distribution of emotion perception: capturing inter-rater variability. | Biqiao Zhang, Georg Essl, Emily Mower Provost |
| 2017 | Interspeech | Progressive Neural Networks for Transfer Learning in Emotion Recognition. | John Gideon, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost |
| 2017 | Interspeech | Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. | Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost |
| 2017 | Interspeech | Discretized Continuous Speech Emotion Recognition with Multi-Task Deep Recurrent Neural Network. | Duc Le, Zakaria Aldeneh, Emily Mower Provost |
| 2017 | Interspeech | Automatic Paraphasia Detection from Aphasic Speech: A Preliminary Study. | Duc Le, Keli Licata, Emily Mower Provost |
| 2016 | ICASSP | Mood state prediction from speech of varying acoustic quality for individuals with bipolar disorder. | John Gideon, Emily Mower Provost, Melvin G. McInnis |
| 2016 | ICASSP | Cross-corpus acoustic emotion recognition from singing and speaking: A multi-task learning approach. | Biqiao Zhang, Emily Mower Provost, Georg Essl |
| 2016 | ICMI | Wild wild emotion: a multimodal ensemble approach. | John Gideon, Biqiao Zhang, Zakaria Aldeneh, Yelin Kim, Soheil Khorram, Duc Le, Emily Mower Provost |
| 2016 | ICMI | Emotion spotting: discovering regions of evidence in audio-visual emotion expressions. | Yelin Kim, Emily Mower Provost |
| 2016 | ICMI | Automatic recognition of self-reported and perceived emotion: does joint modeling help? | Biqiao Zhang, Georg Essl, Emily Mower Provost |
| 2016 | Interspeech | Experiences with Shared Resources for Research and Education in Speech and Language Processing. | Rebecca Bates, Eric Fosler-Lussier, Florian Metze, Martha A. Larson, Gina-Anne Levow, Emily Mower Provost |
| 2016 | Interspeech | Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge. | Soheil Khorram, John Gideon, Melvin G. McInnis, Emily Mower Provost |
| 2016 | Interspeech | Improving Automatic Recognition of Aphasic Speech with AphasiaBank. | Duc Le, Emily Mower Provost |
| 2015 | AAAI | Predicting Emotion Perception Across Domains: A Study of Singing and Speaking. | Biqiao Zhang, Emily Mower Provost, Robert Swedberg, Georg Essl |
| 2015 | ACII | Leveraging inter-rater agreement for audio-visual emotion recognition. | Yelin Kim, Emily Mower Provost |
| 2015 | ACII | Data selection for acoustic emotion recognition: Analyzing and comparing utterance and sub-utterance selection strategies. | Duc Le, Emily Mower Provost |
| 2015 | ACII | EmoShapelets: Capturing local dynamics of audio-visual affective speech. | Yuan Shangguan, Emily Mower Provost |
| 2015 | ACII | Recognizing emotion from singing and speaking using shared models. | Biqiao Zhang, Georg Essl, Emily Mower Provost |
| 2014 | ICASSP | Ecologically valid long-term mood monitoring of individuals with bipolar disorder using speech. | Zahi N. Karam, Emily Mower Provost, Satinder Singh, Jennifer Montgomery, Christopher Archer, Gloria Harrington, Melvin G. McInnis |
| 2014 | ICASSP | Automatic analysis of speech quality for aphasia treatment. | Duc Le, Keli Licata, Elizabeth Mercado, Carol Persad, Emily Mower Provost |
| 2014 | Interspeech | Modeling pronunciation, rhythm, and intonation for automatic assessment of speech quality in aphasia rehabilitation. | Duc Le, Emily Mower Provost |
| 2013 | ASRU | Emotion recognition from spontaneous speech using Hidden Markov models with deep belief networks. | Duc Le, Emily Mower Provost |
| 2013 | ICASSP | Deep learning for robust feature generation in audiovisual emotion recognition. | Yelin Kim, Honglak Lee, Emily Mower Provost |
| 2013 | ICASSP | Emotion classification via utterance-level dynamics: A pattern-based approach to characterizing affective expressions. | Yelin Kim, Emily Mower Provost |
| 2013 | ICASSP | Identifying salient sub-utterance emotion dynamics using flexible units and estimates of affective flow. | Emily Mower Provost |
| 2013 | Interspeech | Analyzing the structure of parent-moderated narratives from children with ASD using an entity-based approach. | Theodora Chaspari, Emily Mower Provost, Shrikanth S. Narayanan |
| 2012 | ICASSP | An acoustic analysis of shared enjoyment in ECA interactions of children with autism. | Theodora Chaspari, Emily Mower Provost, Athanasios Katsamanis, Shrikanth S. Narayanan |