499 citations · 1.1k across the 62 of their papers we have counts for
9 papers · 1 filter
Sign language segmentation with temporal convolutional networks
Katrin Renz, Nicolaj C. Stache, Samuel Albanie +1
The objective of this work is to determine the location of temporal boundaries between signs in continuous sign language videos. Our approach employs 3D convolutional neural networ…
QuerYD: A video dataset with high-quality text and audio narrations
Andreea-Maria Oncescu, João F. Henriques, Yang Liu +2
We introduce QuerYD, a new large-scale dataset for retrieval and event localisation in video. A unique feature of our dataset is the availability of two audio tracks for each video…
Watch, read and lookup: learning to spot signs from multiple supervisors
Liliane Momeni, Gül Varol, Samuel Albanie +2
The focus of this work is sign spotting - given a video of an isolated sign, our task is to identify whether and where it has been signed in a continuous, co-articulated sign langu…
Seeing wake words: Audio-visual Keyword Spotting
Liliane Momeni, Triantafyllos Afouras, Themos Stafylakis +2
The goal of this work is to automatically determine whether and when a word of interest is spoken by a talking face, with or without the audio. We propose a zero-shot method suitab…
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)
Samuel Albanie, Yang Liu, Arsha Nagrani +18
We present a new video understanding pentathlon challenge, an open competition held in conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020.…
BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues
Samuel Albanie, Gül Varol, Liliane Momeni +4
Recent progress in fine-grained gesture and action classification, and machine translation, point to the possibility of automated sign language recognition becoming a reality. A ke…
State-of-Art-Reviewing: A Radical Proposal to Improve Scientific Publication
Samuel Albanie, Jaime Thewmore, Robert McCraith +1
Peer review forms the backbone of modern scientific manuscript evaluation. But after two hundred and eighty-nine years of egalitarian service to the scientific community, does this…
Iterative Averaging in the Quest for Best Test Error
Diego Granziol, Xingchen Wan, Samuel Albanie +1
We analyse and explain the increased generalisation performance of iterate averaging using a Gaussian process perturbation model between the true and batch risk surface on the high…
Disentangled Speech Embeddings using Cross-modal Self-supervision
Arsha Nagrani, Joon Son Chung, Samuel Albanie +1
The objective of this paper is to learn representations of speaker identity without access to manually annotated data. To do so, we develop a self-supervised learning objective tha…