Amanda Duarte

Contributions while at GPI

Journal Articles

2020
L. Specia, Barrault, L., Caglayan, O., Duarte, A., Elliott, D., Gella, S., Holzenberger, N., Lala, C., Lee, S. J., Libovicky, J., Madhyastha, P., Metze, F., Mulligan, K., Ostapenko, A., Palaskar, S., Sanabria, R., Wang, J., and Arora, R., “Grounded Sequence to Sequence Transduction”, IEEE Journal of Selected Topics in Signal Processing, vol. 14, no. 3, pp. 577-591, 2020. Google Scholar BibTex

Conference Papers

2023
L. Tarrés, Gállego, G. I., Duarte, A., Torres, J., and Giró-i-Nieto, X., “Sign Language Translation from Instructional Videos”, in CVPR 2023 Women in Computer Vision Workshop, Vancouver, Canada, 2023. Google Scholar BibTex (4.64 MB)

2022
A. Duarte, Albanie, S., Giró-i-Nieto, X., and Varol, G., “Sign Language Video Retrieval with Free-Form Textual Queries”, in CVPR 2022 - CVF/IEEE Conference on Computer Vision and Pattern Recognition, 2022. Google Scholar BibTex (3.22 MB)

2021
A. Duarte, Palaskar, S., Ventura, L., Ghadiyaram, D., DeHaan, K., Metze, F., Torres, J., and Giró-i-Nieto, X., “How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language”, in CVPR 2021, 2021. Google Scholar BibTex (5.94 MB)

2020
L. Ventura, Duarte, A., and 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), 2020. Google Scholar BibTex (3.85 MB)

2019
A. Duarte, Roldán, F., Tubau, M., Escur, J., Pascual-deLaPuente, S., Salvador, A., Mohedano, E., McGuinness, K., Torres, J., and Giró-i-Nieto, X., “Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks”, in ICASSP, Brighton, UK, 2019. DOI Google Scholar BibTex (4.42 MB)

Theses

2022
A. Duarte, “Data and methods for a visual understanding of sign languages”, 2022. Google Scholar BibTex

Other

2022
X. Giró-i-Nieto and Duarte, A., “Towards Sign Language Translation and Production”. 2022. Google Scholar BibTex	Presentation

2021
J. Aguilar, “2D-to-3D Lifting of Sign Language Body Poses with Recurrent Neural Networks”, UPC ETSETB TelecomBCN, Barcelona, 2021. Google Scholar BibTex (340.44 KB)	Report

2019
M. Tubau, “Wav2Pix: Enhancement and Evaluation of a Speech-conditioned Image Generator”. 2019. Google Scholar BibTex (9.65 MB)	Ms Thesis

2018
S. Roca, “Block-based Speech-to-Speech Translation”. 2018. Google Scholar BibTex (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