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# ASL Translation Data Preprocessing<!-- omit from toc -->
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# How2sign & Youtube-ASL Dataset Preprocess <!-- omit from toc -->
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This repository provides a solution for preprocessing American Sign Language (ASL) datasets, following the method from ["YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus" (Uthus et al., 2023)](https://arxiv.org/abs/2306.15162) which is designed to handle both **YouTube-ASL** and **How2Sign** datasets. Our pipeline streamlines the workflow from video acquisition to landmark extraction, preparing the data for ASL translation tasks.
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This repository follows the method from ["YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus" (Uthus et al., 2023)](https://arxiv.org/abs/2306.15162) which is designed to handle both **YouTube-ASL** and **How2Sign** datasets through **MediaPipe Holistic**. Our pipeline streamlines the workflow from video acquisition to landmark extraction, preparing the data for ASL translation tasks.
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## Table of Contents<!-- omit from toc -->
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## Dataset Introduction
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### YouTube-ASL Dataset
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- **Video List**: [GitHub Repository](https://github.com/google-research/google-research/blob/master/youtube_asl/README.md)
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- **Video List**: [google-research/youtube_asl](https://github.com/google-research/google-research/blob/master/youtube_asl/README.md)
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- **Paper**: ["YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus" (Uthus et al., 2023)](https://arxiv.org/abs/2306.15162)
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If you use YouTube-ASL, please cite their associated paper:

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