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Head Fusion: Improving the Accuracy and Robustness of Speech Emotion Recognition on the IEMOCAP and RAVDESS Dataset

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References

2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
1977Evidence for a three-factor theory of emotions1,940 cited
2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English1,898 cited
2014Speech emotion recognition using deep neural network and extreme learning machine822 cited
1961Intonation of colloquial English715 cited
2020Speech emotion recognition with deep convolutional neural networks621 cited
2003Hidden Markov model-based speech emotion recognition594 cited
20183-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition503 cited
2003Hidden Markov model-based speech emotion recognition278 cited
2010Detection of Clinical Depression in Adolescents’ Speech During Family Interactions256 cited
2010A Framework for Automatic Human Emotion Classification Using Emotion Profiles215 cited
2018An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition185 cited
2019Improving Speech Emotion Recognition with Unsupervised Representation Learning on Unlabeled Speech140 cited

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2019Speech Emotion Recognition Using Multi-hop Attention Mechanism138 cited

2019Self-Attention for Speech Emotion Recognition136 cited

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2023A review on speech emotion recognition: A survey, recent advances, challenges, and the influence of noise94 cited
2022MFF-SAug: Multi feature fusion with spectrogram augmentation of speech emotion recognition using convolution neural network86 cited
2024A systematic review of trimodal affective computing approaches: Text, audio, and visual integration in emotion recognition and sentiment analysis81 cited
2021Bangla Speech Emotion Recognition and Cross-Lingual Study Using Deep CNN and BLSTM Networks80 cited
2024Real-time speech emotion recognition using deep learning and data augmentation75 cited
2021Speech Emotion Recognition Using Clustering Based GA-Optimized Feature Set64 cited
2023Wavelet Multiresolution Analysis Based Speech Emotion Recognition System Using 1D CNN LSTM Networks49 cited