تقرير
Sign Language Translation from Instructional Videos
| العنوان: | Sign Language Translation from Instructional Videos |
|---|---|
| المؤلفون: | Tarrés, Laia, Gállego, Gerard I., Duarte, Amanda, Torres, Jordi, Giró-i-Nieto, Xavier |
| سنة النشر: | 2023 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition |
| الوصف: | The advances in automatic sign language translation (SLT) to spoken languages have been mostly benchmarked with datasets of limited size and restricted domains. Our work advances the state of the art by providing the first baseline results on How2Sign, a large and broad dataset. We train a Transformer over I3D video features, using the reduced BLEU as a reference metric for validation, instead of the widely used BLEU score. We report a result of 8.03 on the BLEU score, and publish the first open-source implementation of its kind to promote further advances. Comment: Paper accepted at WiCV @CVPR23 |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2304.06371 |
| رقم الأكسشن: | edsarx.2304.06371 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |