CASIA-Affective-Computing-Group / MERTools

Toolkits for Multimodal Emotion Recognition

MERTools

Correspondence to:

• Zheng Lian: [e-mail]
• Licai Sun: [e-mail]

MER2023 Dataset

To download the dataset, please fill out an EULA and send it to our official email address [e-mail] or [e-mail]. It requires participants to use this dataset only for academic research and not to edit or upload samples to the Internet.

MER2023 Baseline

MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning
Zheng Lian, Haiyang Sun, Licai Sun, Jinming Zhao, Ye Liu, Bin Liu, Jiangyan Yi, Meng Wang, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao

Please cite our paper if you find our work useful for your research:

@inproceedings{lian2023mer,
  title={Mer 2023: Multi-label learning, modality robustness, and semi-supervised learning},
  author={Lian, Zheng and Sun, Haiyang and Sun, Licai and Chen, Kang and Xu, Mngyu and Wang, Kexin and Xu, Ke and He, Yu and Li, Ying and Zhao, Jinming and others},
  booktitle={Proceedings of the 31st ACM International Conference on Multimedia},
  pages={9610--9614},
  year={2023}
}

paper: https://dl.acm.org/doi/pdf/10.1145/3581783.3612836

code: see the ./MER2023 folder

MERBench

MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition
Zheng Lian, Licai Sun, Yong Ren, Hao Gu, Haiyang Sun, Lan Chen, Bin Liu, Jianhua Tao

Please cite our paper if you find our work useful for your research:

@article{lian2023mer,
  title={MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition},
  author={Lian, Zheng and Sun, Licai and Ren, Yong and Gu, Hao and Sun, Haiyang and Chen, Lan and Liu, Bin and Tao, Jianhua},
  journal={arXiv:2401.03429},
  year={2024}
}

paper: https://arxiv.org/pdf/2401.03429

code: see the ./MERBench folder