Sign Language Recognition, Translation and Production

Type Start End
Internal May 2017 May 2022
Responsible URL
Xavier Giro-i-Nieto MSCA-COFUND

Publications

Duarte A, Palaskar S, Ventura L, Ghadiyaram D, DeHaan K, Metze F, Torres J, Giró-i-Nieto X. How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language. In: CVPR 2021. CVPR 2021. ; 2021. (5.94 MB)
Aguilar J. 2D-to-3D Lifting of Sign Language Body Poses with Recurrent Neural Networks. (Giró-i-Nieto X, Duarte A). Barcelona: UPC ETSETB TelecomBCN; 2021. (340.44 KB)
Giró-i-Nieto X. Sign Language Translation and Production Multimedia and Multimodal Challenges for All. 2021 .
Ventura L, Duarte A, Giró-i-Nieto X. Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses. In: ECCV 2020 Workshop on Sign Language recognition, Production and Translation (SLRTP). ECCV 2020 Workshop on Sign Language recognition, Production and Translation (SLRTP). ; 2020. (3.85 MB)
Specia L, Barrault L, Caglayan O, Duarte A, Elliott D, Gella S, Holzenberger N, Lala C, Lee SJ, Libovicky J, et al. Grounded Sequence to Sequence Transduction. IEEE Journal of Selected Topics in Signal Processing. 2020 ;14(3):577-591.
Muschik P. Learn2Sign : sign language recognition and translation using human keypoint estimation and transformer model Duarte A, Giró-i-Nieto X. 2020 . (5.32 MB)
Pérez-Granero P. 2D to 3D body pose estimation for sign language with Deep Learning McGuinness K, Giró-i-Nieto X. 2020 . (2.97 MB)
Duarte A, Camli G, Torres J, Giró-i-Nieto X. Towards Speech to Sign Language Translation. In: ECCV 2018 Workshop on Shortcomings in Vision and Language. ECCV 2018 Workshop on Shortcomings in Vision and Language. ; 2018. (142.48 KB)
Moreno D, Costa-jussà MR, Giró-i-Nieto X. English to ASL Translator for Speech2Signs. 2018 . (1.54 MB)

Collaborators