Emily Mower Provost
28 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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(23)
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Keyword Champion
(2)
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(8)
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Research topics
Machine Learning
(19)
Core Methods
(14)
Artificial Intelligence
(13)
Speech & Audio
(7)
Application Areas
(7)
Core AI
(7)
Analysis
(6)
Learning Paradigms
(5)
Deep Learning
(4)
Learning Types
(4)
Healthcare & Medicine
(3)
Interdisciplinary
(3)
Natural Language Processing
(3)
Applications
(3)
Architectures
(3)
Keywords
emotion recognition
(7)
speech analysis
(7)
speech emotion recognition
(6)
domain adaptation
(4)
acoustic feature
(4)
bipolar disorder
(4)
aphasic speech
(3)
huntington disease
(3)
automatic speech recognition
(3)
mood detection
(3)
paralinguistic feature
(2)
sentiment analysis
(2)
transfer learning
(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
IJCNLP 2025
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models
Interspeech 2024
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs
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
Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech
Interspeech 2022
Mind the gap: On the value of silence representations to lexical-based speech emotion recognition
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 Parkinsonβs Disease
Interspeech 2021
Learning Paralinguistic Features from Audiobooks through Style Voice Conversion
NAACL 2021
Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts
Interspeech 2020
Classification of Manifest Huntington Disease Using Vowel Distortion Measures
Interspeech 2020
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition
AAAI 2020
Quantifying the Effects of COVID-19 on Mental Health Support Forums
EMNLP 2020
Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation
Interspeech 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition
AAAI 2019
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
Classification of Huntington Disease Using Acoustic and Lexical Features
Interspeech 2018
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild
Interspeech 2018
Automatic Paraphasia Detection from Aphasic Speech: A Preliminary Study
Interspeech 2017
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
Experiences with Shared Resources for Research and Education in Speech and Language Processing
Interspeech 2016
Improving Automatic Recognition of Aphasic Speech with AphasiaBank
Interspeech 2016
Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge
Interspeech 2016