16 citations · 30 across the 5 of their papers we have counts for
6 papers
Sign Language Translation from Instructional Videos
Laia Tarrés, Gerard I. Gállego, Amanda Duarte +2
The advances in automatic sign language translation (SLT) to spoken languages have been mostly benchmarked with datasets of limited size and restricted domains. Our work advances t…
Sign Language Video Retrieval with Free-Form Textual Queries
Amanda Duarte, Samuel Albanie, Xavier Giró-i-Nieto +1
Systems that can efficiently search collections of sign language videos have been highlighted as a useful application of sign language technology. However, the problem of searching…
Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses
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. We use the state of the art in Deep Learning for motion…
How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language
Amanda Duarte, Shruti Palaskar, Lucas Ventura +5
One of the factors that have hindered progress in the areas of sign language recognition, translation, and production is the absence of large annotated datasets. Towards this end,…
Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks
Amanda Duarte, Francisco Roldan, Miquel Tubau +7
Speech is a rich biometric signal that contains information about the identity, gender and emotional state of the speaker. In this work, we explore its potential to generate face i…
Cross-modal Embeddings for Video and Audio Retrieval
Didac Surís, Amanda Duarte, Amaia Salvador +2
The increasing amount of online videos brings several opportunities for training self-supervised neural networks. The creation of large scale datasets of videos such as the YouTube…