OpenCodePapers

emotion-recognition-on-ravdess

Emotion Recognition
Dataset Link
Results over time
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Leaderboard
PaperCodeAccuracyWARModelNameReleaseDate
A proposal for Multimodal Emotion Recognition using aural transformers and Action Units on RAVDESS dataset✓ Link86.70%LogisticRegression on posteriors of xlsr-Wav2Vec2.0&bi-LSTM+Attention2021-12-30
Self-attention fusion for audiovisual emotion recognition with incomplete data✓ Link81.58%Intermediate-Attention-Fusion2022-01-26
Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning80.08%Logistic Regression on posteriors of the CNN-14&biLSTM-GuidedST2021-11-18
ERANNs: Efficient Residual Audio Neural Networks for Audio Pattern Recognition74.8ERANN-0-42021-06-03
MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition✓ Link83.61%MultiMAE-DER2024-04-28