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The official implementation of the paper "SCOPE: Sign Language Contextual Processing with Embedding from LLMs".

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SCOPE

The official implementation of the paper "SCOPE: Sign Language Contextual Processing with Embedding from LLMs".

For more results and details, please visit our webpage (comming soon).

If you are interested in our dataset, please apply here (comming soon).

SCOPE Dataset

Dataset Language Videos Duration(h) Signers Vocab Gloss Text Dialogue Source
PHOENIX-2014 DGS 6,841 8.9 9 1k (German) ✔️ ✖️ ✖️ TV
PHOENIX-2014T DGS 8,257 11 9 3k (German) ✔️ ✔️ ✖️ TV
CSL-Daily CSL 20,654 22.8 10 2k (Chinese) ✔️ ✔️ ✖️ Lab
How2Sign ASL 35,191 79 11 16k (English) ✔️ ✔️ ✖️ Lab
SCOPE (Ours) CSL 59,231 72.4 12 5k (Chinese) ✔️ ✔️ ✔️ Lab

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Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Citation

Please consider citing our work if you find this repo is useful for your projects.

@article{liu2024scope,
  title={SCOPE: Sign Language Contextual Processing with Embedding from LLMs},
  author={Liu, Yuqi and Zhang, Wenqian and Ren, Sihan and Huang, Chengyu and Yu, Jingyi and Xu, Lan},
  journal={arXiv preprint arXiv:2409.01073},
  year={2024}
}

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The official implementation of the paper "SCOPE: Sign Language Contextual Processing with Embedding from LLMs".

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