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Multimodal Emotion Recognition with High-Level Speech and Text Features

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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
2003Speech emotion recognition using hidden Markov models920 cited
2014Speech emotion recognition using deep neural network and extreme learning machine822 cited
2021Emotion Recognition from Speech Using wav2vec 2.0 Embeddings388 cited
2005Speech emotion recognition based on HMM and SVM274 cited
2012Speech Emotion Recognition Using Support Vector Machine212 cited
2020Jointly Fine-Tuning “BERT-Like” Self Supervised Models to Improve Multimodal Speech Emotion Recognition117 cited
2020Multimodal Emotion Recognition Using Cross-Modal Attention and 1D Convolutional Neural Networks97 cited

Cited by

2024A systematic review of trimodal affective computing approaches: Text, audio, and visual integration in emotion recognition and sentiment analysis81 cited
2022A novel dual-modal emotion recognition algorithm with fusing hybrid features of audio signal and speech context72 cited
2022Multimodal Emotion Recognition Using Transfer Learning from Speaker Recognition and BERT-Based Models69 cited
2023Deep Learning Approaches for Bimodal Speech Emotion Recognition: Advancements, Challenges, and a Multi-Learning Model52 cited

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2023

Interpretable multimodal emotion recognition using hybrid fusion of speech and image data

50 cited

2024A novel transformer autoencoder for multi-modal emotion recognition with incomplete data48 cited