The Design Research Lab is a network of people, organisations, and non-human agents engaged at the intersection of technologies, materials, and social practices. Our aim is to design socially and ecologically sustainable tools, spaces, and knowledge that support people’s participation in a digital society – based on common principles of inclusiveness and respect for the planet. This puts the basic democratic right to take part in the digital sphere into practice. We start our research from individual lifeworlds and the needs of minoritized groups, beyond consumer majorities.
We are an interdisciplinary team of designers, researchers, tech-enthusiasts and critical thinkers from Berlin University of the Arts, German Research Center for Artificial Intelligence (DFKI), Weizenbaum Institute for the Networked Society, as well as Einsteincenter Digital Future (ECDF).
The second edition of the AT4SSL aims to be a venue for presenting and discussing (complete, ongoing or future) research on automatic translation between sign and spoken languages and bring together researchers, practitioners, interpreters and innovators working in related fields.
The AT4SSL workshop aims to open a (guided) discussion between participants about current challenges, innovations and future developments related to the automatic translation between sign and spoken languages. To this extent, AT4SSL will host a moderated round table around the following three topics: (i) quality of recognition and synthesis models and user-expectations; (ii) co-creation – deaf, hearing and hard-of-hearing people joining forces towards a common goal and (iii) sign-to-spoken and spoken-to-sign translation technology in media.
Data is one of the key factors for the success of today’s AI, including language and translation models for sign and spoken languages. However, when it comes to SL, MT and Natural Language Processing, we face problems related to small volumes of (parallel) data, low veracity in terms of origin of annotations (deaf or hearing interpreters), non-standardized annotations (e.g. glosses differ across corpora), video quality or recording setting, and others.
The theme of this edition of the workshop is Sign language parallel data – challenges, solutions and resolutions.