@inproceedings{0016aff3389e440e8972a432d4194888,
title = "ASL-Homework-RGBD Dataset: An annotated dataset of 45 fluent and non-fluent signers performing American Sign Language homeworks",
abstract = "We are releasing a dataset containing videos of both fluent and non-fluent signers using American Sign Language (ASL), which were collected using a Kinect v2 sensor. This dataset was collected as a part of a project to develop and evaluate computer vision algorithms to support new technologies for automatic detection of ASL fluency attributes. A total of 45 fluent and non-fluent participants were asked to perform signing homework assignments that are similar to the assignments used in introductory or intermediate level ASL courses. The data is annotated to identify several aspects of signing including grammatical features and non-manual markers. Sign language recognition is currently very data-driven and this dataset can support the design of recognition technologies, especially technologies that can benefit ASL learners. This dataset might also be interesting to ASL education researchers who want to contrast fluent and non-fluent signing.",
keywords = "ASL Annotation, ASL Fluency, ASL Grammar, ASL Homeworks, ASL Learning, American Sign Language, Annotation, Continous Signing, Corpus, Dataset, ELAN, Facial Expressions, Fingerspelling, Sign Languages, Video data",
author = "Saad Hassan and Matthew Seita and Larwan Berke and Yingli Tian and Elaine Gale and Sooyeon Lee and Matt Huenerfauth",
note = "Publisher Copyright: {\textcopyright} European Language Resources Association (ELRA), licensed under CC-BY-NC 4.0.; 10th Workshop on the Representation and Processing of Sign Languages: Multilingual Sign Language Resources, sign-lang 2022 ; Conference date: 20-06-2022 Through 25-06-2022",
year = "2022",
language = "English (US)",
series = "10th Workshop on the Representation and Processing of Sign Languages: Multilingual Sign Language Resources, sign-lang 2022 - held in conjunction with the International Conference on Language Resources and Evaluation, LREC 2022 - Proceedings",
publisher = "European Language Resources Association (ELRA)",
pages = "67--72",
editor = "Eleni Efthimiou and Stavroula-Evita Fotinea and Thomas Hanke and Hochgesang, {Julie A.} and Jette Kristoffersen and Johanna Mesch and Marc Schulder",
booktitle = "10th Workshop on the Representation and Processing of Sign Languages",
}