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BBC-Oxford British Sign Language Dataset
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Albanie, Samuel; Varol, Gül; Momeni, Liliane; Bull, Hannah; Afouras, Triantafyllos; Chowdhury, Himel; Fox, Neil; Woll, Bencie; Cooper, Rob; McParland, Andrew; Zisserman, Andrew
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In: https://hal.archives-ouvertes.fr/hal-03516444 ; 2022 (2022)
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Abstract:
In this work, we introduce the BBC-Oxford British Sign Language (BOBSL) dataset, a large-scale video collection of British Sign Language (BSL). BOBSL is an extended and publicly released dataset based on the BSL-1K dataset introduced in previous work. We describe the motivation for the dataset, together with statistics and available annotations. We conduct experiments to provide baselines for the tasks of sign recognition, sign language alignment, and sign language translation. Finally, we describe several strengths and limitations of the data from the perspectives of machine learning and linguistics, note sources of bias present in the dataset, and discuss potential applications of BOBSL in the context of sign language technology. The dataset is available at https://www.robots.ox.ac.uk/~vgg/data/bobsl/.
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Keyword:
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
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URL: https://hal.archives-ouvertes.fr/hal-03516444
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A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users ...
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Neural Networks Supporting Phoneme Monitoring Are Modulated by Phonology but Not Lexicality or Iconicity: Evidence From British and Swedish Sign Language ...
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Cerebral lateralisation during signed and spoken language production in children born deaf
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Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language
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Cerebral lateralisation during signed and spoken language production in children born deaf
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Neural Networks Supporting Phoneme Monitoring Are Modulated by Phonology but Not Lexicality or Iconicity: Evidence From British and Swedish Sign Language
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ExTOL: Automatic recognition of British Sign Language using the BSL Corpus
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Differential coding of perception in the world’s languages
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In: ISSN: 0027-8424 ; EISSN: 1091-6490 ; Proceedings of the National Academy of Sciences of the United States of America ; https://hal.archives-ouvertes.fr/hal-01984190 ; Proceedings of the National Academy of Sciences of the United States of America , National Academy of Sciences, 2018, 115 (45), pp.11369-11376 (2018)
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The Organization of Working Memory Networks is Shaped by Early Sensory Experience
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The impact of text segmentation on subtitle reading
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In: J Eye Mov Res (2018)
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Preexisting semantic representation improves working memory performance in the visuospatial domain
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Monitoring different phonological parameters of sign language engages the same cortical language network but distinctive perceptual ones
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Differential activity in Heschl's gyrus between deaf and hearing individuals is due to auditory deprivation rather than language modality
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Detecting Memory Impairment in Deaf People: A New Test of Verbal Learning and Memory in British Sign Language
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