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09/14/2023
EMOCONV-DIFF: Diffusion-based Speech Emotion Conversion for Non-parallel and In-the-wild Data
Speech emotion conversion is the task of converting the expressed emotio...
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06/02/2023
In-the-wild Speech Emotion Conversion Using Disentangled Self-Supervised Representations and Neural Vocoder-based Resynthesis
Speech emotion conversion aims to convert the expressed emotion of a spo...
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05/30/2023
Leveraging Semantic Information for Efficient Self-Supervised Emotion Recognition with Audio-Textual Distilled Models
In large part due to their implicit semantic modeling, self-supervised l...
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09/30/2022
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition using Bayesian Neural Networks and Label Distribution Learning
To train machine learning algorithms to predict emotional expressions in...
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07/25/2022
Label Uncertainty Modeling and Prediction for Speech Emotion Recognition using t-Distributions
As different people perceive others' emotional expressions differently, ...
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07/12/2022
Perceived Conversation Quality in Spontaneous Interactions
The quality of daily spontaneous conversations is of importance towards ...
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10/07/2021
End-to-end label uncertainty modeling for speech emotion recognition using Bayesian neural networks
Emotions are subjective constructs. Recent end-to-end speech emotion rec...
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09/27/2020