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@@ -344,6 +344,25 @@ The release is not intended for:
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  - re-identification of individual signers
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  - claims of full linguistic coverage for any specific sign language
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  <!--
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  ## Limitations
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  - re-identification of individual signers
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  - claims of full linguistic coverage for any specific sign language
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+ ## Data Governance
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+
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+ ### Exclusion / Takedown Mechanism
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+ SignVerse-2M indexes all samples strictly by `video_id` and does not re-host
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+ or redistribute original video content. If a source video is deleted or made
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+ private by its creator, no copy exists in our release to propagate — access
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+ to any derived content tied to that `video_id` is automatically severed.
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+
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+ Creators may additionally request explicit removal of their corresponding
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+ pose data by contacting [issue link](https://huggingface.co/datasets/SignerX/SignVerse-2M/discussions). Verified
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+ removal requests will be processed within [X] business days, and an exclusion
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+ log will be maintained and version-tracked alongside future dataset releases.
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+
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+ ### Face-Landmark-Excluded Variant
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+ For downstream applications that do not require facial keypoints, a variant
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+ of the dataset with facial landmarks excluded is available at link,
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+ reducing the identity-bearing channels retained in the released data.
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+
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+
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  <!--
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  ## Limitations
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