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08/21/2023
Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models
After the inception of emotion recognition or affective computing, it ha...
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10/06/2022
WakeUpNet: A Mobile-Transformer based Framework for End-to-End Streaming Voice Trigger
End-to-end models have gradually become the main technical stream for vo...
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06/22/2022
Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression
We propose a novel Dynamic Restrained Uncertainty Weighting Loss to expe...
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04/30/2020
An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety
The COVID-19 outbreak was announced as a global pandemic by the World He...
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07/23/2019
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings
Despite remarkable advances in emotion recognition, they are severely re...
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03/29/2019
Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction from Speech
Despite the increasing research interest in end-to-end learning systems ...
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03/29/2019
Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data
One of the frontier issues that severely hamper the development of autom...
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09/26/2018
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction
Time-continuous emotion prediction has become an increasingly compelling...
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09/21/2018
Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives
Over the past few years, adversarial training has become an extremely ac...
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07/27/2017
Learning Audio Sequence Representations for Acoustic Event Classification
Acoustic Event Classification (AEC) has become a significant task for ma...
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05/30/2017