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Deep learning for robust feature generation in audiovisual emotion recognition

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References

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2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
2005Toward detecting emotions in spoken dialogs969 cited
2009The INTERSPEECH 2009 emotion challenge929 cited
2004Analysis of emotion recognition using facial expressions, speech and multimodal information842 cited
2012Features and classifiers for emotion recognition from speech: a survey from 2000 to 2011428 cited

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2020M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues261 cited
2016Multimodal emotion recognition using deep learning architectures249 cited
2019Deep Learning for Human Affect Recognition: Insights and New Developments243 cited
2016Facial Expression Recognition in Video with Multiple Feature Fusion228 cited

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2021Analyzing Personality through Social Media Profile Picture Choice219 cited

2022Robust Speech Emotion Recognition Using CNN+LSTM Based on Stochastic Fractal Search Optimization Algorithm194 cited

2023Emotion recognition from unimodal to multimodal analysis: A review192 cited

2020Multimodal Transformer Fusion for Continuous Emotion Recognition187 cited

2015A Multi-Task Learning Framework for Emotion Recognition Using 2D Continuous Space183 cited

2017Multimodal Measurement of Depression Using Deep Learning Models175 cited

2017Ensemble of Deep Neural Networks with Probability-Based Fusion for Facial Expression Recognition164 cited

20193D CNN-Based Speech Emotion Recognition Using K-Means Clustering and Spectrograms157 cited