A multi-delay sinc network jointly aligns speech signals with delayed continuous emotion labels and predicts arousal/valence, claiming state-of-the-art speech-only results on RECOLA and SEWA.
Ladder networks for emotion recognition: Using unsupervised auxiliary tasks to improve pre- dictions of emotional attributes,
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Jointly Aligning and Predicting Continuous Emotion Annotations
A multi-delay sinc network jointly aligns speech signals with delayed continuous emotion labels and predicts arousal/valence, claiming state-of-the-art speech-only results on RECOLA and SEWA.