This repository is the implementation for the paper at ICASSP 2026: SURE: SYNERGISTIC UNCERTAINTY-AWARE REASONING FOR MULTIMODAL EMOTION RECOGNITION IN CONVERSATIONS
Clone this git repository and change the directory to this repository:
pip install -r requirements.txt
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The datasets used in our experiments have been uploaded to (https://github.com/butterfliesss/SDT). You can download them and put them into data/. If you wish to use a different dataset, please ensure that it is processed into a similar format.
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Run the model on the IEMOCAP/MELD dataset as follows:
bash run.sh
Once the above commands are executed, the evaluation results for IEMOCAP and MELD will be saved as sure_iemocap.txt/sure_meld.txt.