Johanna Mesch
2026
How Much Data Is Enough Data? A New Motion Capture Corpus for Probabilistic Sign Language Generation
Anna Klezovich | Johanna Mesch | Gustav Eje Henter | Jonas Beskow
Proceedings of the Fifteenth Language Resources and Evaluation Conference
Anna Klezovich | Johanna Mesch | Gustav Eje Henter | Jonas Beskow
Proceedings of the Fifteenth Language Resources and Evaluation Conference
We present a new 4.1 hours long high-quality motion capture sign language dataset for Swedish Sign Language — STS Mocap v1. The dataset consists of high quality multimodal data: body tracked with markers, fingers tracked with Manus Quantum Metagloves, face tracked with iPhone LiveLink app in MetaHuman Animator mode, and corresponding textual sentence translation to spoken Swedish. With the help of this dataset, we show that four hours of motion capture data is enough for generative modeling of sign language conditioned on 2D pose. In comparison, training the same flow-matching model on only 30 minutes of this data, which is a common size for sign language motion capture datasets, shows a significant degradation in the quality of the synthesized data.
2024
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Eleni Efthimiou | Stavroula-Evita Fotinea | Thomas Hanke | Julie A. Hochgesang | Johanna Mesch | Marc Schulder
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Eleni Efthimiou | Stavroula-Evita Fotinea | Thomas Hanke | Julie A. Hochgesang | Johanna Mesch | Marc Schulder
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Signs and Synonymity: Continuing Development of the Multilingual Sign Language Wordnet
Marc Schulder | Sam Bigeard | Maria Kopf | Thomas Hanke | Anna Kuder | Joanna Wójcicka | Johanna Mesch | Thomas Björkstrand | Anna Vacalopoulou | Kyriaki Vasilaki | Theodore Goulas | Stavroula-Evita Fotinea | Eleni Efthimiou
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Marc Schulder | Sam Bigeard | Maria Kopf | Thomas Hanke | Anna Kuder | Joanna Wójcicka | Johanna Mesch | Thomas Björkstrand | Anna Vacalopoulou | Kyriaki Vasilaki | Theodore Goulas | Stavroula-Evita Fotinea | Eleni Efthimiou
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Exploring Latent Sign Language Representations with Isolated Signs, Sentences and In-the-Wild Data
Fredrik Malmberg | Anna Klezovich | Johanna Mesch | Jonas Beskow
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Fredrik Malmberg | Anna Klezovich | Johanna Mesch | Jonas Beskow
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Swedish Sign Language Resources from a User’s Perspective
Johanna Mesch | Thomas Björkstrand | Eira Balkstam | Patrick Hansson | Nikolaus Riemer Kankkonen
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Johanna Mesch | Thomas Björkstrand | Eira Balkstam | Patrick Hansson | Nikolaus Riemer Kankkonen
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Content Questions in Sign Language – From theory to language description via corpus, experiments, and fieldwork
Robert Gavrilescu | Carlo Geraci | Johanna Mesch
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
Robert Gavrilescu | Carlo Geraci | Johanna Mesch
Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
2022
Proceedings of the LREC2022 10th Workshop on the Representation and Processing of Sign Languages: Multilingual Sign Language Resources
Eleni Efthimiou | Stavroula-Evita Fotinea | Thomas Hanke | Julie A. Hochgesang | Jette Kristoffersen | Johanna Mesch | Marc Schulder
Proceedings of the LREC2022 10th Workshop on the Representation and Processing of Sign Languages: Multilingual Sign Language Resources
Eleni Efthimiou | Stavroula-Evita Fotinea | Thomas Hanke | Julie A. Hochgesang | Jette Kristoffersen | Johanna Mesch | Marc Schulder
Proceedings of the LREC2022 10th Workshop on the Representation and Processing of Sign Languages: Multilingual Sign Language Resources
2020
Proceedings of the LREC2020 9th Workshop on the Representation and Processing of Sign Languages: Sign Language Resources in the Service of the Language Community, Technological Challenges and Application Perspectives
Eleni Efthimiou | Stavroula-Evita Fotinea | Thomas Hanke | Julie A. Hochgesang | Jette Kristoffersen | Johanna Mesch
Proceedings of the LREC2020 9th Workshop on the Representation and Processing of Sign Languages: Sign Language Resources in the Service of the Language Community, Technological Challenges and Application Perspectives
Eleni Efthimiou | Stavroula-Evita Fotinea | Thomas Hanke | Julie A. Hochgesang | Jette Kristoffersen | Johanna Mesch
Proceedings of the LREC2020 9th Workshop on the Representation and Processing of Sign Languages: Sign Language Resources in the Service of the Language Community, Technological Challenges and Application Perspectives
STS-korpus: A Sign Language Web Corpus Tool for Teaching and Public Use
Zrajm Öqvist | Nikolaus Riemer Kankkonen | Johanna Mesch
Proceedings of the LREC2020 9th Workshop on the Representation and Processing of Sign Languages: Sign Language Resources in the Service of the Language Community, Technological Challenges and Application Perspectives
Zrajm Öqvist | Nikolaus Riemer Kankkonen | Johanna Mesch
Proceedings of the LREC2020 9th Workshop on the Representation and Processing of Sign Languages: Sign Language Resources in the Service of the Language Community, Technological Challenges and Application Perspectives
In this paper we describe STS-korpus, a web corpus tool for Swedish Sign Language (STS) which we have built during the past year, and which is now publicly available on the internet. STS-korpus uses the data of Swedish Sign Language Corpus (SSLC) and is primarily intended for teachers and students of sign language. As such it is created to be simple and user-friendly with no download or setup required. The user interface allows for searching – with search results displayed as a simple concordance – and viewing of videos with annotations. Each annotation also provides additional data and links to the corresponding entry in the online Swedish Sign Language Dictionary. We describe the corpus, its appearance and search syntax, as well as more advanced features like access control and dynamic content. Finally we say a word or two about the role we hope it will play in the classroom, and something about the development process and the software used. STS-korpus is available here: https://teckensprakskorpus.su.se
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Co-authors
- Eleni Efthimiou 4
- Stavroula-Evita Fotinea 4
- Thomas Hanke 4
- Julie A. Hochgesang 3
- Marc Schulder 3
- Jonas Beskow 2
- Thomas Björkstrand 2
- Anna Klezovich 2
- Jette Kristoffersen 2
- Nikolaus Riemer Kankkonen 2
- Eira Balkstam 1
- Sam Bigeard 1
- Robert Gavrilescu 1
- Carlo Geraci 1
- Theodore Goulas 1
- Patrick Hansson 1
- Gustav Eje Henter 1
- Maria Kopf 1
- Anna Kuder 1
- Fredrik Malmberg 1
- Anna Vacalopoulou 1
- Kyriaki Vasilaki 1
- Joanna Wójcicka 1
- Zrajm Öqvist 1