Scientific publications

Is context all you need? Scaling neural sign language translation to large domains of discourse” | O.M. Sincan, N.C. Camgoz, R. Bowden
IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023

Learnt Contrastive Concept Embeddings for Sign Recognition” | R. Wong, N.C. Camgoz, R. Bowden
IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023

Denoising Diffusion for 3D Hand Pose Estimation from Images” | M. Ivashechkin, O. Mendez, R. Bowden
IEEE/CVF International Conference on Computer Vision, (ICCV) Workshops, 2023

Reducing Gender Bias in NMT with FUDGE” | T. Lu, N. Aepli, R. Annette
1st Workshop on Gender-Inclusive Translation Technologies (GITT), 2023

Improving 3D pose estimation fo sign language” | M. Ivashechkin, O. Mendez, R. Bowden
8th International Workshop on Sign Language Translation and Avatar Technology, 2023

Gloss alignment using word embeddings” | H. Walsh, O. Mercanoglu, B. Saunders, R. Bowden
8th International Workshop on Sign Language Translation and Avatar Technology, 2023

SL-REDU GSL: A large Greek sign language recognition corpus” | K. Papadimitriou, G. Sapountzaki, K. Vasilaki, E. Efthimiou, S.E. Fotinea, G. Potamianos
8th International Workshop on Sign Language Translation and Avatar Technology, 2023

The Sign Language Interchange Format: Harmonising sign language datasets for computational processing” | M. Schulder, S. Bigeard, T. Hanke, M. Kopf
8th International Workshop on Sign Language Translation and Avatar Technology, 2023

EASIER Notation: A proposal for a gloss-based scripting language for sign language generation based on lexical data” | T. Hanke, L. König, R. Konrad, M. Kopf, M. Schulder
8th International Workshop on Sign Language Translation and Avatar Technology, 2023

Extending morphs in AZee using pose space deformations” | P. Sharma, M. Filhol
8th International Workshop on Sign Language Translation and Avatar Technology, 2023

Representation matters: The case for diversifying sign language avatars” | M. Kopf, R. Omardeen, D. Van Landuyt
8th International Workshop on Sign Language Translation and Avatar Technology, 2023

Speech-based Age and Gender Prediction with Transformers” | F. Burkhardt, J. Wagner, H. Wierstorf, F. Eyben, B. Schuller
ITG Conference on Speech Communication, 2023

Nkululeko: Machine Learning Experiments on Speaker Characteristics Without Programming” | F. Burkhardt, F. Eyben, B. Schuller
Interspeech, 2023

Multimodal Recognition of Valence, Arousal and Dominance via Late-Fusion of Text, Audio and Facial Expressions” | A. Rios, U. Reichel, C. Bhuvaneshwara, P. Filntisis, P. Maragos, F. Burkhardt, F. Eyben, B. Schuller, F. Nunnari, S. Ebling
31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2023

First WMT Shared Task on Sign Language Translation (WMT-SLT22)” | M. Müller, S. Ebling, E. Avramidis, A. Battisti, M. Berger, R. Bowden, A. Braffort, N.C. Camgöz, C. España-Bonet, R. Grundkiewicz, Z. Jiang, O. Koller, A. Moryossef, R. Perrollaz, S. Reinhard, A. Rios, D. Shterionov, S. Sidler-Miserez, K. Tissi
24th Annual Conference of the European Association for Machine Translation, 2023

An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation” | A. Moryossef, M. Müller, A. Göhring, Z. Jiang, Y. Goldberg, S. Ebling
2nd International Workshop on Automatic Translation for Sign and Spoken Languages, 2023

AfriSign: Machine Translation for African Sign Languages” | S. Gueuwou, K. Takyi, M. Müller, M.S. Nyarko, R. Adade, R.M. Owusuaa Mensah Gyening
4th Workshop on African Natural Language Processing, 2023

SLTUNET: A Simple Unified Model for Sign Language Translation” | B. Zhang, M. Müller, R. Sennrich
11th International Conference on Learning Representations, 2023

Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting” | Z. Jiang, A. Moryossef, M. Müller, S. Ebling
17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Considerations for meaningful sign language machine translation based on glosses” | M. Müller, Z. Jiang, A. Moryossef, A. Rios, S. Ebling
61st Annual Meeting of the Association for Computational Linguistics, 2023

Best practices for sign language technology research” | N. Fox, B. Woll, K. Cormier
Universal Access in the Information Society, 2023

Facilitating the Spread of New Sign Language Technologies across Europe” | H.E. Morgan, O. Crasborn, M. Kopf, M. Schulder, T. Hanke
10th Workshop on the Representation and Processing of Sign Languages (sign-lang@LREC 2022), June 2022

The Sign Language Dataset Compendium: Creating an Overview of Digital Linguistic Resources” | M. Kopf, M. Schulder, T. Hanke
10th Workshop on the Representation and Processing of Sign Languages (sign-lang@LREC 2022), June 2022

Representation and Synthesis of Geometric Relocations” | M. Filhol, J. McDonald
10th Workshop on the Representation and Processing of Sign Languages (sign-lang@LREC 2022), June 2022

Introducing Sign Languages to a Multilingual Wordnet: Bootstrapping Corpora and Lexical Resources of Greek Sign Language and German Sign Language” | S. Bigeard, M. Schulder, M. Kopf, T. Hanke, K. Vasilaki, A. Vacalopoulou, T. Goulas, A-L. Dimou, S-E. Fotinea, E. Efthimiou
10th Workshop on the Representation and Processing of Sign Languages (sign-lang@LREC 2022), June 2022

A Comparative Cross Language View On Acted Databases Portraying Basic Emotions Utilising Machine Learning” | F. Burkhardt, A. Hacker, U. Reichel, H. Wierstorf, F. Eyben, B. Schuller
Language Resources and Evaluation Conference (LREC), June 2022

Nkululeko: A Tool For Rapid Speaker Characteristics Detection” | F. Burkhardt, J. Wagner, H. Wierstorf, F. Eyben, B. Schuller
Language Resources and Evaluation Conference (LREC), June 2022

A synthesized database of basic emotions” | F. Burkhardt, F. Eyben and B. Schuller
Dataset Creation for Lower-Resourced Languages (DCLRL) workshop, 2022

Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production” | B. Saunders, N.C. Camgoz, R. Bowden
IEEE Conf on Computer Vision and Pattern Recognition (CVPR2022), 2022

Changing the Representation: Examining Language Representation for Neural Sign Language Production” | H. Walsh, B. Saunders, R. Bowden
Seventh International Workshop on Sign Language Translation and Avatar Technology (SLTAT), June 2022

Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production” | B. Saunders, N.C. Camgoz, R. Bowden
7th International Workshop on Sign Language Translation and Avatar Technology (SLTAT), June 2022

Language Accessibility for the Deaf and Hard-of-Hearing” | M. Debevc, R. Wolfe, S. Ebling
Joint International Conference on Digital Inclusion, Assistive Technology & Accessibility (ICCHP-AAATE), 2022

What about synthetic signing? A methodology for signer involvement in the development of avatar technology with generative capacity” | A–L. Dimou, V. Papavassiliou, T. Goulas, K. Vasilaki, A. Vacalopoulou, S-E. Fotinea, E. Efthimiou
Frontiers in Communication / Language Sciences Journal, 2022

Organizing a Bilingual Lexicographic Database with the Use of WordNet” | A. Vacalopoulou, E. Efthimiou, S-E. Fotinea, T. Goulas, A.-L. Dimou and K. Vasilaki
XX EURALEX International Congress: Dictionaries and Society, 2022

Fine-tuning of convolutional neural networks for the recognition of facial expressions in sign language video samples” | N. Deshpande, F. Nunnari, E. Avramidis
7th International Workshop on Sign Language Translation and Avatar Technology (SLTAT), June 2022

Supporting Mouthing in Sign Languages: New Innovations and a Proposal for Future Corpus Building” | R. Wolfe, J. McDonald, R. Johnson, B. Stuff, S. Klinghoffer, A. Bonzani, A. Alexander, N. Barnekow
7th International Workshop on Sign Language Translation and Avatar Technology (SLTAT), June 2022

Signing Avatar Performance Evaluation within the EASIER Project” | A. Dimou, V. Papavassiliou, J. McDonald, T. Goulas, K. Vasilaki, A. Vacalopoulou, S-E. Fontinea, E. Efthimiou, R. Wolfe
7th International Workshop on Sign Language Translation and Avatar Technology (SLTAT), June 2022

Sign Language Avatars: A Question of Representation” | R. Wolfe, J.C. McDonald, T. Hanke, S. Ebling, D. Van Landuyt, F. Picron, V. Krausneker, E. Efthimiou, E. Fotinea, A. Braffort
MDPI Information Journal, Volume 13, Issue 4 – Special Issue Frontiers in Machine Translation, April 2022

Hierarchical I3D for Sign Spotting” | R. Wong, N.C. Camgoz, R. Bowden
Open Challenges in Continuous Sign Language Recognition Workshop, 2022

Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22)” | M. Müller, S. Ebling, E. Avramidis, A. Battisti, M. Berger, R. Bowden, A. Braffort, N.C. Camgöz, C. España-Bonet, R. Grundkiewicz, Z. Jiang, O. Koller, A. Moryossef, R. Perrollaz, S. Reinhard, A. Rios, D. Shterionov, S. Sidler-Miserez, K. Tissi
7th Conference on Machine Translation, 2022

Leveraging Semantic Scene Characteristics and Multi-Stream Convolutional Architectures in a Contextual Approach for Video-Based Visual Emotion Recognition in the Wild” | I. Pikoulis, P.P. Filntisis, P. Maragos
16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), 2021

Exploiting Emotional Dependencies with Graph Convolutional Networks for Facial Expression Recognition” | P. Antoniadis, P.P. Filntisis, P. Maragos
16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), 2021

Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering” | G. Rochette, C. Russell, R. Bowden
16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), 2021

AnonySIGN: Novel Human Appearance Synthesis for Sign Language Video Anonymisation” | B. Saunders, N.C. Camgoz, R. Bowden
16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), 2021

Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives” | B. Saunders, N.C. Camgoz, R. Bowden
International Conference of Computer Vision (ICCV), 2021

Natural synthesis of productive forms from structured descriptions of Sign Language” | J. McDonald, M. Filhol
Springer Machine Translation, Volume 35, July 2021

The Myth of Signing Avatars” | J.C. McDonald, R. Wolfe, E. Efthimiou, S-E. Fontinea, F. Picron, D. Van Landuyt, T. Sioen, A. Braffort, M. Filhol, S. Ebling, T. Hanke, V. Krausneker
MT Summit | 1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL), August 2021


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