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.![]() |
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“Sign Language Video Retrieval with Free-Form Textual Queries”, in CVPR 2022 - CVF/IEEE Conference on Computer Vision and Pattern Recognition, 2022.![]() |
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“How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language”, in CVPR 2021, 2021.![]() |
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“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.![]() |
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“Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks”, in ICASSP, Brighton, UK, 2019.![]() |
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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.![]() |
, Report |
“Wav2Pix: Enhancement and Evaluation of a Speech-conditioned Image Generator”. 2019.![]() |
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“Block-based Speech-to-Speech Translation”. 2018.![]() |
, Ms Thesis |
Projects
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Cross-modal Deep Learning between Vision, Language, Audio and Speech | European | Oct 2018 | Sep 2021 |
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Speech2Signs: Spoken to Sign Language Translation using Neural Networks | Other | Nov 2017 | Nov 2018 |
Research Areas
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Sign Language Recognition, Translation and Production | Internal | May 2017 | May 2024 |
Teaching activity
Acronym | Title | Level | College |
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AIDL | Artificial Intelligence with Deep Learning | Postgraduate | UPC School |