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Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling

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References

2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
2001Emotion recognition in human-computer interaction2,601 cited
2017Communication Without Words879 cited
2009OpenEAR — Introducing the munich open-source emotion and affect recognition toolkit418 cited

Cited by

2011Speech emotion recognition approaches in human computer interaction187 cited
2014Survey on audiovisual emotion recognition: databases, features, and data fusion strategies184 cited
2015A Multi-Task Learning Framework for Emotion Recognition Using 2D Continuous Space183 cited
2019Learning Alignment for Multimodal Emotion Recognition from Speech177 cited
2020A survey of speech emotion recognition in natural environment161 cited
2022COGMEN: COntextualized GNN based Multimodal Emotion recognitioN160 cited
2012Context-Sensitive Learning for Enhanced Audiovisual Emotion Classification154 cited
2022Human-Computer Interaction for Recognizing Speech Emotions Using Multilayer Perceptron Classifier142 cited
2020Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition131 cited
2022D-vlog: Multimodal Vlog Dataset for Depression Detection126 cited

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2021

Deep learning approaches for speech emotion recognition: state of the art and research challenges

116 cited

2012Output-associative RVM regression for dimensional and continuous emotion prediction108 cited

2012Tracking continuous emotional trends of participants during affective dyadic interactions using body language and speech information103 cited

2018Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study102 cited

2012Consistent but modest97 cited

2013Embodying Care in Matilda93 cited