Amanda Duarte
Contributions while at GPI
Journal Articles
“Grounded Sequence to Sequence Transduction”, IEEE Journal of Selected Topics in Signal Processing, vol. 14, no. 3, pp. 577-591, 2020. | ,
Conference Papers
“Sign Language Translation from Instructional Videos”, in CVPR 2023 Women in Computer Vision Workshop, Vancouver, Canada, 2023. (4.64 MB) | ,
“Sign Language Video Retrieval with Free-Form Textual Queries”, in CVPR 2022 - CVF/IEEE Conference on Computer Vision and Pattern Recognition, 2022. (3.22 MB) | ,
“How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language”, in CVPR 2021, 2021. (5.94 MB) | ,
“Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses”, in ECCV 2020 Workshop on Sign Language recognition, Production and Translation (SLRTP), 2020. (3.85 MB) | ,
“Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks”, in ICASSP, Brighton, UK, 2019. (4.42 MB) | ,
Theses
Other
“Towards Sign Language Translation and Production”. 2022. | ,Presentation |
“2D-to-3D Lifting of Sign Language Body Poses with Recurrent Neural Networks”, UPC ETSETB TelecomBCN, Barcelona, 2021. (340.44 KB) | ,Report |
“Wav2Pix: Enhancement and Evaluation of a Speech-conditioned Image Generator”. 2019. (9.65 MB) | ,Ms Thesis |
“Block-based Speech-to-Speech Translation”. 2018. (505.01 KB) | ,Ms Thesis |
Projects
Cross-modal Deep Learning between Vision, Language, Audio and Speech | European | Oct 2018 | Sep 2021 | |
Speech2Signs: Spoken to Sign Language Translation using Neural Networks | Other | Nov 2017 | Nov 2018 |
Research Areas
Sign Language Recognition, Translation and Production | Internal | May 2017 | May 2026 |
Teaching activity
Acronym | Title | Level | College |
---|---|---|---|
AIDL | Artificial Intelligence with Deep Learning | Postgraduate | UPC School |