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05/12/2023
Versatile Audio-Visual Learning for Handling Single and Multi Modalities in Emotion Regression and Classification Tasks
Most current audio-visual emotion recognition models lack the flexibilit...
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10/25/2022
Mixed Emotion Modelling for Emotional Voice Conversion
Emotional voice conversion (EVC) aims to convert the emotional state of ...
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03/15/2022
Driving Anomaly Detection Using Conditional Generative Adversarial Network
Anomaly driving detection is an important problem in advanced driver ass...
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01/19/2022
Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech
The prediction of valence from speech is an important, but challenging p...
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12/23/2020
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions
A smart vehicle should be able to understand human behavior and predict ...
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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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08/06/2019
Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps
With the transformative technologies and the rapidly changing global R ...
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09/12/2018
End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models
Speech activity detection (SAD) plays an important role in current speec...
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06/01/2018
Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks
Articulation, emotion, and personality play strong roles in the orofacia...
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05/25/2018
Curriculum Learning for Speech Emotion Recognition from Crowdsourced Labels
This study introduces a method to design a curriculum for machine-learni...
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04/28/2018
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes
Recognizing emotions using few attribute dimensions such as arousal, val...
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04/20/2018
Domain Adversarial for Acoustic Emotion Recognition
The performance of speech emotion recognition is affected by the differe...
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08/04/2017