Friends-MMC

This repository is the official implementation of paper "Friends-MMC: Dataset for Multi-modal Multi-party Conversation Understanding" (AAAI 2025), which contains the dataset and code for the conversation speaker identification model.

Dataset

Download Friends-MMC dataset from 🤗wangyueqian/friends_mmc, and rename the base folder of the downloaded dataset as datasets.

Conversation Speaker Identification

For code related to the conversation speaker identification task, please refer to csi/README.md.

Citation

If you find this work useful, please consider citing:

@misc{wang2024friendsmmcdatasetmultimodalmultiparty,
      title={Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding}, 
      author={Yueqian Wang and Xiaojun Meng and Yuxuan Wang and Jianxin Liang and Qun Liu and Dongyan Zhao},
      year={2024},
      eprint={2412.17295},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2412.17295}, 
}