Papers by Michèle Gouiffès
Dicta-Sign-LSF-v2: Remake of a Continuous French Sign Language Dialogue Corpus and a First Baseline for Automatic Sign Language Processing (2020.lrec-1)
Copied to clipboard
| Challenge: | Existing research on automatic Sign Language Processing (SLP) has focused on recognizing lexical signs, but other gestural units like iconic structures need to be recognized. |
| Approach: | They propose a public remake of the French Sign Language part of the Dicta-Sign corpus with clean annotations and a Convolutional-Recurrent Neural Network to train and test it. |
| Outcome: | The proposed version of the publicly available SL corpus Dicta-Sign is limited to its French Sign Language part and includes lexical and non-lexical annotations over 11 hours of video recording with 35000 manual units. |
MEDIAPI-SKEL - A 2D-Skeleton Video Database of French Sign Language With Aligned French Subtitles (2020.lrec-1)
Copied to clipboard
| Challenge: | MEDIAPI-SKEL is a 2D-skeleton database of french Sign Language videos aligned with French subtitles. |
| Approach: | They propose a 2D-skeleton database of french Sign Language videos aligned with French subtitles and a vocabulary size of 17k tokens. |
| Outcome: | The proposed corpus contains 27 hours of video of body, face and hand keypoints, aligned to subtitles with a vocabulary size of 17k tokens. |