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Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning

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References

2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
2014Speech emotion recognition using deep neural network and extreme learning machine822 cited
2015High-level feature representation using recurrent neural network for speech emotion recognition406 cited
2017Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech249 cited

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2019EEG-Based Multi-Modal Emotion Recognition using Bag of Deep Features: An Optimal Feature Selection Approach105 cited
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2022Adaptive Multimodal Emotion Detection Architecture for Social Robots94 cited
2020A machine learning-based investigation utilizing the in-text features for the identification of dominant emotion in an email75 cited
2021Emotion Recognition by Fusing Time Synchronous and Time Asynchronous Representations69 cited
2022Multimodal Emotion Recognition Using Transfer Learning from Speaker Recognition and BERT-Based Models69 cited
2023EmoSet: A Large-scale Visual Emotion Dataset with Rich Attributes67 cited

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2022

Deep Learning-Based Speech Emotion Recognition Using Multi-Level Fusion of Concurrent Features

61 cited

2020A Multimodal Facial Emotion Recognition Framework through the Fusion of Speech with Visible and Infrared Images61 cited

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2019Deep Learning based Emotion Recognition System Using Speech Features and Transcriptions59 cited

2021Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation58 cited

2020MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in Conversations57 cited

2022Multimodal channel-wise attention transformer inspired by multisensory integration mechanisms of the brain54 cited

2022A multimodal emotion recognition model integrating speech, video and MoCAP50 cited