Paper | Code | Accuracy | WAR | ModelName | ReleaseDate |
---|---|---|---|---|---|
A proposal for Multimodal Emotion Recognition using aural transformers and Action Units on RAVDESS dataset | ✓ Link | 86.70% | LogisticRegression on posteriors of xlsr-Wav2Vec2.0&bi-LSTM+Attention | 2021-12-30 | |
Self-attention fusion for audiovisual emotion recognition with incomplete data | ✓ Link | 81.58% | Intermediate-Attention-Fusion | 2022-01-26 | |
Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning | 80.08% | Logistic Regression on posteriors of the CNN-14&biLSTM-GuidedST | 2021-11-18 | ||
ERANNs: Efficient Residual Audio Neural Networks for Audio Pattern Recognition | 74.8 | ERANN-0-4 | 2021-06-03 | ||
MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition | ✓ Link | 83.61% | MultiMAE-DER | 2024-04-28 |