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multimodal-emotion-recognition-on-iemocap-4
Multimodal Emotion Recognition
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Code
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F1
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ModelName
ReleaseDate
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Tracing Intricate Cues in Dialogue: Joint Graph Structure and Sentiment Dynamics for Multimodal Emotion Recognition
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86.52
86.53
GraphSmile
2024-07-31
Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition
✓ Link
85.70
85.60
Joyful
2023-11-18
COGMEN: COntextualized GNN based Multimodal Emotion recognitioN
✓ Link
84.50
COGMEN
2022-05-05
0/1 Deep Neural Networks via Block Coordinate Descent
74.1
bc-LSTM
2022-06-19
Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition
82.7
DANN
2020-10-28
MMER: Multimodal Multi-task Learning for Speech Emotion Recognition
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81.7
MMER
2022-03-31
Combining deep and unsupervised features for multilingual speech emotion recognition
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80.4
78
PATHOSnet v2
2021-01-10
Speech Emotion Recognition Based on Self-Attention Weight Correction for Acoustic and Text Features
76.8
76.85
Self-attention weight correction (A+T)
2022-11-08
Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling
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76.5
76.8
CHFusion
2018-06-16
HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition
70.5
Audio + Text (Stage III)
2023-04-14
MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition
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63.73
MultiMAE-DER
2024-04-28