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Emily Mower Provost

29 papers · 2016–2025 · 6 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (42) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏠 Conference Loyalist (23) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (121) πŸ“ˆ Trend Setter πŸ’Ž Century Club (28) πŸ”₯ Unstoppable (10) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (23) AAAI (2) AACL (1) EMNLP (1) IJCNLP (1) NAACL (1)

Top co-authors

Matthew Perez (9) Zakaria Aldeneh (6) Mimansa Jaiswal (6) Angela Roberts (5) Minxue Niu (5) Amrit Romana (5) Duc Le (4) Soheil Khorram (4) John Gideon (4) Melvin McInnis (4)

Keywords

emotion recognition (8) speech analysis (7) speech emotion recognition (6) domain adaptation (4) acoustic feature (4) bipolar disorder (4) sentiment analysis (3) aphasic speech (3) huntington disease (3) automatic speech recognition (3) mood detection (3) transfer learning (2) paralinguistic feature (2) continuous emotion recognition (2) paraphasia detection (2) speech classification (2) disfluency detection (2) speech recognition (2) representation learning (2) speech processing (2)

Papers

SEER: The Span-based Emotion Evidence Retrieval Benchmark AACL 2025
SEER: The Span-based Emotion Evidence Retrieval Benchmark IJCNLP 2025
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs INTERSPEECH 2024
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models INTERSPEECH 2024
The Whole Is Bigger Than the Sum of Its Parts: Modeling Individual Annotators to Capture Emotional Variability INTERSPEECH 2024
Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder INTERSPEECH 2023
Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition INTERSPEECH 2023
Mind the gap: On the value of silence representations to lexical-based speech emotion recognition INTERSPEECH 2022
Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech INTERSPEECH 2022
Articulatory Coordination for Speech Motor Tracking in Huntington Disease INTERSPEECH 2021
Automatically Detecting Errors and Disfluencies in Read Speech to Predict Cognitive Impairment in People with Parkinson’s Disease INTERSPEECH 2021
Learning Paralinguistic Features from Audiobooks through Style Voice Conversion NAACL 2021
Quantifying the Effects of COVID-19 on Mental Health Support Forums EMNLP 2020
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition AAAI 2020
Classification of Manifest Huntington Disease Using Vowel Distortion Measures INTERSPEECH 2020
Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts INTERSPEECH 2020
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews INTERSPEECH 2019
Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder INTERSPEECH 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019
Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation INTERSPEECH 2019
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild INTERSPEECH 2018
Classification of Huntington Disease Using Acoustic and Lexical Features INTERSPEECH 2018
Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition INTERSPEECH 2017
Discretized Continuous Speech Emotion Recognition with Multi-Task Deep Recurrent Neural Network INTERSPEECH 2017
Progressive Neural Networks for Transfer Learning in Emotion Recognition INTERSPEECH 2017
Automatic Paraphasia Detection from Aphasic Speech: A Preliminary Study INTERSPEECH 2017
Improving Automatic Recognition of Aphasic Speech with AphasiaBank INTERSPEECH 2016
Experiences with Shared Resources for Research and Education in Speech and Language Processing INTERSPEECH 2016
Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge INTERSPEECH 2016