SignBD-Word: Video-Based Bangla Word-Level Sign Language Dataset
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Bangla sign language (BdSL) is a complete and independent natural sign language with its own linguistic characteristics. While there exists video datasets for well-known sign languages, there is currently no available dataset for word-level BdSL. In this study, we present a video-based word-level dataset for Bangla sign language, called SignBD-Word, consisting of 6000 sign videos representing 200 unique words. The dataset includes full and upper-body views of the signers, along with 2D body pose information. This dataset can also be used as a benchmark for testing sign video classification algorithms. Official Train Test Spllit (for both RGB and bodypose) can be found from the following link: https://sites.google.com/view/signbd-word/dataset This dataset is part of the following paper: A. Sams, A. H. Akash and S. M. M. Rahman, "SignBD-Word: Video-Based Bangla Word-Level Sign Language and Pose Translation," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023, pp. 1-7, doi: 10.1109/ICCCNT56998.2023.10306914. Download the corresponding paper from this link: https://asnsams.github.io/Publications.html
孟加拉语手语（Bangla Sign Language, BdSL）是一套完整且独立的自然手语，拥有专属的语言学特性。尽管目前已有针对广为人知的手语的视频数据集，但尚无适用于词级孟加拉语手语的公开可用数据集。在本研究中，我们提出了一款基于视频的词级孟加拉语手语数据集——SignBD-Word，该数据集包含对应200个独有词汇的6000条手语视频。本数据集涵盖手语表演者的全身及上半身视角画面，同时附带二维人体姿态信息。该数据集亦可作为手语视频分类算法评测的基准数据集。官方的训练集与测试集划分（适用于RGB模态及人体姿态模态）可通过以下链接获取：https://sites.google.com/view/signbd-word/dataset。本数据集收录于以下论文：A. Sams、A. H. Akash与S. M. M. Rahman撰写的"SignBD-Word：基于视频的孟加拉语词级手语与姿态翻译"，发表于2023年第14届国际计算通信与网络技术大会（ICCCNT），印度德里，2023年，第1-7页，DOI: 10.1109/ICCCNT56998.2023.10306914。可通过以下链接下载该论文：https://asnsams.github.io/Publications.html
