Existing Sign Language Datasets

The following table contains a extended list of existing datasets including a variety of different sign languages and data content.
The table is grouped by three types of language segmentation -- Finger spelling, Isolated (single) signs and Continuous Sign Language.


Content legend:

🎥Video | 🎥🎥 Multiview Videos | 📏Depth | 👋Pose | 👄Mouthing | ℹ️Aligned Sign/sentence with text | ✍🏻Transcription/Translation | 📋Gloss | 🔊Speech




Other resources


If you find this resource useful to your research, please consider citing:

@inproceedings{Duarte_CVPR2021,
          author    = {Duarte, Amanda and Palaskar, Shruti and Ventura, Lucas and Ghadiyaram, Deepti and
                      DeHaan, Kenneth and Metze, Florian and Torres, Jordi and Giro-i-Nieto, Xavier},
          title     = {How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language},
          booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR)},
          year      = {2021}}
    

If you have any questions or would like to collaborate adding other existing dataset to this list, please send an email to: amanda.duarte[at]upc.edu.



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