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README.md
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## SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 25+ Sign Languages
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Links: [[Paper]]() | [[
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**SignVerse-2M** is a large-scale multilingual pose-native dataset for sign language research. The dataset reorganizes publicly available sign language videos into a unified DWPose-based representation and releases the result as approximately **2 million clips** from **39,196 videos** covering **25+ sign languages**. Rather than distributing raw RGB video, SignVerse-2M provides per-frame body, hand, and face keypoints together with structured subtitle supervision, making the corpus directly usable for pose-conditioned sign language generation, recognition, and translation research.
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## SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 25+ Sign Languages
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Links: [[Paper]]() | [[Data Files]](https://huggingface.co/datasets/SignerX/SignVerse-2M/tree/main/dataset) | [[Project Page]](https://signerx.github.io/SignVerse-2M)
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**SignVerse-2M** is a large-scale multilingual pose-native dataset for sign language research. The dataset reorganizes publicly available sign language videos into a unified DWPose-based representation and releases the result as approximately **2 million clips** from **39,196 videos** covering **25+ sign languages**. Rather than distributing raw RGB video, SignVerse-2M provides per-frame body, hand, and face keypoints together with structured subtitle supervision, making the corpus directly usable for pose-conditioned sign language generation, recognition, and translation research.
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