{"url":"/dataset/content4all","name":"Content4All","full_name":null,"description_markdown":"**Content4All** is a collection of six open research datasets aimed at automatic sign language translation research.\r\n\r\nSign language interpretation footage was captured by the broadcast partners SWISSTXT and VRT. Raw footage was anonymized and processed to extract 2D and 3D human\r\nbody pose information. From the roughly 190 hours of processed data, three base (RAW) datasets were released, namely 1) **SWISSTXT-RAW-NEWS**, 2) **SWISSTXT-RAW-WEATHER** and 3) **VRT-RAW**. Each dataset contains sign language interpretations, corresponding spoken language subtitles, and extracted 2D/3D human pose information.\r\n\r\n\r\nA subset from each base dataset was selected and manually annotated to align spoken language subtitles and sign language interpretations. The subset selection was\r\ndone to resemble the benchmark Phoenix 2014T dataset. Our aim is for these three new annotated public datasets, namely 4) **SWISSTXT-NEWS**, 5) **SWISSTXT-WEATHER**\r\nand 6) **VRT-NEWS** to become benchmarks and underpin future research as the field moves closer to translation and production on larger domains of discourse.","description_withheld":null,"homepage":"https://www.cvssp.org/data/c4a-news-corpus/","introduced_date":"2021-05-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/content4all-open-research-sign-language","title":"Content4All Open Research Sign Language Translation Datasets","first_author":"Necati Cihan Camgoz","url":null},"license":{"name":"CC BY-NC-SA 4.0","url":"https://creativecommons.org/licenses/by-nc-sa/4.0/"},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Sign Language Recognition","url":"/task/sign-language-recognition","datasets_with_task":"/datasets/task/sign-language-recognition"},{"name":"Sign Language Translation","url":"/task/sign-language-translation","datasets_with_task":"/datasets/task/sign-language-translation"}],"languages":[{"name":"Swiss German","url":"/datasets/language/swiss-german"},{"name":"Swiss-German Sign Language","url":"/datasets/language/swiss-german-sign-language"}],"variants":["Content4All"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}