1 code implementation • 13 Apr 2023 • Laia Tarrés, Gerard I. Gállego, Amanda Duarte, Jordi Torres, Xavier Giró-i-Nieto
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.
Ranked #1 on Sign Language Translation on How2Sign
no code implementations • CVPR 2022 • Amanda Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol
Systems that can efficiently search collections of sign language videos have been highlighted as a useful application of sign language technology.
no code implementations • 20 Dec 2020 • Lucas Ventura, Amanda Duarte, Xavier Giro-i-Nieto
Recent work have addressed the generation of human poses represented by 2D/3D coordinates of human joints for sign language.
1 code implementation • CVPR 2021 • Amanda Duarte, Shruti Palaskar, Lucas Ventura, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, Xavier Giro-i-Nieto
Towards this end, we introduce How2Sign, a multimodal and multiview continuous American Sign Language (ASL) dataset, consisting of a parallel corpus of more than 80 hours of sign language videos and a set of corresponding modalities including speech, English transcripts, and depth.
3 code implementations • 25 Mar 2019 • Amanda Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giro-i-Nieto
Speech is a rich biometric signal that contains information about the identity, gender and emotional state of the speaker.
1 code implementation • 7 Jan 2018 • Didac Surís, Amanda Duarte, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto
The increasing amount of online videos brings several opportunities for training self-supervised neural networks.