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Best Practices for Noise-Based Augmentation to Improve the Performance of Emotion Recognition "In the Wild"


Apr 18, 2021
Mimansa Jaiswal, Emily Mower Provost


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Why Should I Trust a Model is Private? Using Shifts in Model Explanation for Evaluating Privacy-Preserving Emotion Recognition Model


Apr 18, 2021
Mimansa Jaiswal, Emily Mower Provost


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Dynamic Layer Customization for Noise Robust Speech Emotion Recognition in Heterogeneous Condition Training


Oct 21, 2020
Alex Wilf, Emily Mower Provost


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Quantifying the Effects of COVID-19 on Mental Health Support Forums


Sep 08, 2020
Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea


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Classification of Huntington Disease using Acoustic and Lexical Features


Aug 07, 2020
Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost

* 4 pages 

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Privacy Enhanced Multimodal Neural Representations for Emotion Recognition


Oct 29, 2019
Mimansa Jaiswal, Emily Mower Provost

* 8 pages 

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When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations


Oct 03, 2019
John Gideon, Katie Matton, Steve Anderau, Melvin G McInnis, Emily Mower Provost

* Submitted to IEEE Transactions on Affective Computing 

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The Ambiguous World of Emotion Representation


Sep 01, 2019
Vidhyasaharan Sethu, Emily Mower Provost, Julien Epps, Carlos Busso, Nicholas Cummins, Shrikanth Narayanan


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Controlling for Confounders in Multimodal Emotion Classification via Adversarial Learning


Aug 23, 2019
Mimansa Jaiswal, Zakaria Aldeneh, Emily Mower Provost

* 10 pages, ICMI 2019 

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Jointly Aligning and Predicting Continuous Emotion Annotations


Jul 18, 2019
Soheil Khorram, Melvin G McInnis, Emily Mower Provost

* IEEE Transactions on Affective Computing 

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Barking up the Right Tree: Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG)


Mar 28, 2019
John Gideon, Melvin G McInnis, Emily Mower Provost


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MuSE-ing on the Impact of Utterance Ordering On Crowdsourced Emotion Annotations


Mar 27, 2019
Mimansa Jaiswal, Zakaria Aldeneh, Cristian-Paul Bara, Yuanhang Luo, Mihai Burzo, Rada Mihalcea, Emily Mower Provost

* 5 pages, ICASSP 2019 

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Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain


Mar 21, 2019
Soheil Khorram, Melvin G McInnis, Emily Mower Provost

* ICASSP 2019 

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Improving End-of-turn Detection in Spoken Dialogues by Detecting Speaker Intentions as a Secondary Task


May 09, 2018
Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost

* ICASSP 2018 

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Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition


Aug 23, 2017
Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin McInnis, Emily Mower Provost

* 5 pages, 5 figures, 2 tables, Interspeech 2017 

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Progressive Neural Networks for Transfer Learning in Emotion Recognition


Jun 10, 2017
John Gideon, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost

* 5 pages, 4 figures, to appear in the proceedings of Interspeech 2017 

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