Research Explorer

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Project

Using artificial intelligence to facilitate communication between deaf and hearing people

Outputs and Outcomes

Publications

Challenges with Sign Language Datasets

Vincent VandeghinsteMirella De SistoSantiago Egea GómezMathieu De Coster

Bookchapter in Machine Translation: Technologies and Applications

Sign Languages as Source Language for Machine Translation: Historical Overview and Challenges

Joni DambreMathieu De Coster

Bookchapter in Machine Translation: Technologies and Applications

Language Resources for European Sign Languages

Vincent VandeghinsteMirella De SistoMaria KopfMarc SchulderCaro BrosensLien SoetemansRehana OmardeenFrankie PicronDavy Van LanduytIrene MurtaghElefterios AvramidisMathieu De Coster et al.

Bookchapter in Machine Translation: Technologies and Applications

Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)

Mathieu De CosterDimitar ShterionovMieke Van HerrewegheJoni Dambre

Machine translation from signed to spoken languages : state of the art and challenges

Mathieu De CosterDimitar ShterionovMieke Van HerrewegheJoni Dambre

A1 Journal Article in UNIVERSAL ACCESS IN THE INFORMATION SOCIETY

SignON sign language translation : progress and challenges

Vincent VandeghinsteDimitar ShterionovMirella De SistoAoife BradyMathieu De CosterLorraine LeesonJosep BlatFrankie PicronMarcello Paolo ScipioniAditya ParikhLouis ten BoschJohn O'FlahertyJoni DambreJorn RijckaertBram VanroyVictor Ubieto NogalesSantiago Egea GomezIneke SchuurmanGorka LabakaAdrián Núnez-MarcosIrene MurtaghEuan McGillHoracio Saggion et al.

Trends and challenges for sign language recognition with machine learning

J. FinkMathieu De CosterJoni DambreB. Frénay

Querying a sign language dictionary with videos using dense vector search

Mathieu De CosterJoni Dambre

BeCoS corpus : Belgian Covid-19 Sign language corpus : a corpus for training sign language recognition and translation

Vincent VandeghinsteBob Van DyckMathieu De CosterMaud GoddefroyJoni Dambre

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Challenges with sign language datasets for sign language recognition and translation

Mirella De SistoVincent VandeghinsteSantiago Egea GomezMathieu De CosterDimitar ShterionovHoracio Saggion

Attention analysis of a sign language recognition task on the AUTSL dataset

Jeanne CoppinMathieu De CosterJoni Dambre

Sign language translation : ongoing development, challenges and innovations in the SignON project

Dimitar ShterionovMirella De SistoVincent VandeghinsteAoife BradyMathieu De CosterLorraine LeesonJosep BlatFrankie PicronMarcello ScipioniAditya ParikhLouis ten BoschJohn O'FlahertyJoni DambreJorn Rijckaert et al.

Progress, challenges and innovations of the SignON project

Vincent VandeghinsteMirella De SistoDimitar ShterionovAoife BradyMathieu De CosterLorraine LeesonJosep BlatFrankie PicronMarcello ScipioniAditya ParikhLouis ten BoschJohn O'FlahertyJoni DambreJorn Rijckaert et al.

A corpus for training sign language recognition and translation : the Belgian federal COVID-19 video corpus

Vincent VandeghinsteBob Van DyckMathieu De CosterMaud Goddefroy

Leveraging frozen pretrained written language models for neural sign language translation

Mathieu De CosterJoni Dambre

A2 Journal Article in INFORMATION

The SignON project : a sign language translation framework

Dimitar ShterionovVincent VandeghinsteHoracio SaggionJosep BlatMathieu De CosterJoni DambreHenk van den HeuvelIrene MurtaghLorraine LeesonIneke Schuurman

Frozen pretrained transformers for neural sign language translation

Mathieu De CosterKarel D'OosterlinckMarija PizuricaPaloma RabaeySeverine VerlindenMieke Van HerrewegheJoni Dambre

Isolated sign recognition from RGB video using pose flow and self-attention

Mathieu De CosterMieke Van HerrewegheJoni Dambre

Sign language recognition with transformer networks

Mathieu De CosterMieke Van HerrewegheJoni Dambre

Towards automatic sign language corpus annotation using deep learning

Mathieu De CosterMieke Van HerrewegheJoni Dambre