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09/28/2021
Articulatory Coordination for Speech Motor Tracking in Huntington Disease
Huntington Disease (HD) is a progressive disorder which often manifests ...
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09/09/2021
Accounting for Variations in Speech Emotion Recognition with Nonparametric Hierarchical Neural Network
In recent years, deep-learning-based speech emotion recognition models h...
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04/18/2021
Best Practices for Noise-Based Augmentation to Improve the Performance of Emotion Recognition "In the Wild"
Emotion recognition as a key component of high-stake downstream applicat...
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04/18/2021
Why Should I Trust a Model is Private? Using Shifts in Model Explanation for Evaluating Privacy-Preserving Emotion Recognition Model
Privacy preservation is a crucial component of any real-world applicatio...
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10/21/2020
Dynamic Layer Customization for Noise Robust Speech Emotion Recognition in Heterogeneous Condition Training
Robustness to environmental noise is important to creating automatic spe...
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10/16/2020
Classification of Manifest Huntington Disease using Vowel Distortion Measures
Huntington disease (HD) is a fatal autosomal dominant neurocognitive dis...
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09/08/2020
Quantifying the Effects of COVID-19 on Mental Health Support Forums
The COVID-19 pandemic, like many of the disease outbreaks that have prec...
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08/25/2020
Aphasic Speech Recognition using a Mixture of Speech Intelligibility Experts
Robust speech recognition is a key prerequisite for semantic feature ext...
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08/07/2020
Classification of Huntington Disease using Acoustic and Lexical Features
Speech is a critical biomarker for Huntington Disease (HD), with changes...
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10/29/2019
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition
Many mobile applications and virtual conversational agents now aim to re...
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09/29/2019
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews
Bipolar disorder, a severe chronic mental illness characterized by patho...
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09/25/2019
When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations
Bipolar disorder (BPD) is a chronic mental illness characterized by extr...
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09/01/2019
The Ambiguous World of Emotion Representation
Artificial intelligence and machine learning systems have demonstrated h...
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08/23/2019
Controlling for Confounders in Multimodal Emotion Classification via Adversarial Learning
Various psychological factors affect how individuals express emotions. Y...
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07/05/2019
Jointly Aligning and Predicting Continuous Emotion Annotations
Time-continuous dimensional descriptions of emotions (e.g., arousal, val...
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03/28/2019
Barking up the Right Tree: Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG)
Automatic speech emotion recognition provides computers with critical co...
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03/27/2019
MuSE-ing on the Impact of Utterance Ordering On Crowdsourced Emotion Annotations
Emotion recognition algorithms rely on data annotated with high quality ...
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03/21/2019
Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain
DTW calculates the similarity or alignment between two signals, subject ...
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06/19/2018
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild
Bipolar Disorder is a chronic psychiatric illness characterized by patho...
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05/09/2018
Improving End-of-turn Detection in Spoken Dialogues by Detecting Speaker Intentions as a Secondary Task
This work focuses on the use of acoustic cues for modeling turn-taking i...
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08/23/2017