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Deaf and Hard of Hearing

K-RSL: A Dataset for Linguistic Understanding, Visual Evaluation, and Recognition of Sign Languages

A. Imashev, M. Mukushev, V. Kimmelman, A. Sygulova

This work presents the first Kazakh-Russian Sign Language (KRSL) corpus which includes non-manual features to improve signs’ recognition accuracy. Recording setup had a green background in an office space without professional lighting sources to collect videos of phrases signed by 5 professional sign language interpreters and, for one subset, 5 deaf native signers.
Tags: 
Sign languageKazakh-Russian Sign Language

DEVISIGN-L

Y. Li, C. Juan

A dataset of 3D depth video and skeleton data is collected for Chinese sign language. 4 signers performed 2000 Chinese sign language signs twice each and 4 signers performed them once, this was recorded using a 3D Kinect sensor.
Tags: 
Sign languageChinese Sign Language

BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues

S. Albanie, G. Varol, L. Momeni, T. Afouras, J. Chung, N. Fox, A. Zisserman

A large-scale dataset of continuous BSL signing is genereated from publicly broadcast TV programs and used to train sign language recognition models for co-articulated signs. Weakly-aligned subtitles for broadcast footage together with a keyword spotting method were used to automatically localise sign-instances for a vocabulary of 1,000 signs in 1,000 hours of video.
Tags: 
Sign languageBritish Sign Language

DEVISIGN-D

Y. Li, C. Juan

A dataset of 3D depth video and skeleton data is collected for Chinese sign language 4 signers performed 500 daily vocabulary words twice each and 4 signers performed them once, this was recorded using a 3D Kinect sensor.
Tags: 
Sign languageChinese Sign Language

S-pot–a benchmark in spotting signs within continuous signing

V. Viitaniemi, T. Jantunen, L. Savolainen, M. Karppa, J. Laaksonen

A dataset of video streams of Finnish sign language lexemes from Suvi dictionary is collected Videos of Finnish signers are collected while signing sentences and words
Tags: 
Sign languageFinnish Sign LanguageContinuous Signing

SMILE Swiss German Sign Language Dataset

S. Ebling, N. Camgöz

A dataset of 3D video streams of Swiss German sign language signers is collected and annotated. 40 Swiss German sign language signers signed 105 lexemes were captured using multiple color cameras and a 3D kinect depth sensor.
Tags: 
Sign languageSwiss German Sign LanguageSwiss German

Experimental Stimuli and Questions for Evaluating Facial Expressions in Animations of American Sign Language

H. Kacorri, M. Huenerfauth

ASL multi-sentence passages were collected and corresponding comprehension questions were engineered to evaluate the perception and understanding of information conveyed by the facial expressions in ASL animations or videos. Stimulus passages are performed by a male signer, then compresension questions are asked to annotaters who answer questionnaires.
Tags: 
Sign languageAmerican Sign LanguageEmotions

ASL Motion Capture Corpus

P. Lu, M. Huenerfauth

Data is collected to build a system that can learn to recognize sign language automatically. ASLmotion-capture data, with video recordings and annotations for passages by native signers were collected.
Tags: 
Sign languageAmerican Sign Language

BosphorusSign: A Turkish Sign Language Recognition Corpus in Health and Finance Domains

N. Camgöz, A. Kındıroğlu, S. Karabüklü, M. Kelepir, A. Özsoy, L. Akarun

A dataset of 3D video streams of Turkish sign language for health, finance and everyday activities is collected. A kinect sensor is used to collect 3D video of 855 words and sentences in Turkish sign language.
Tags: 
Sign languageTurkish sign languageTurkish

Corpus NGT

O. Crasborn, I. Zwitserlood

This work is an effort to record and archive video data from Sign Language of the Netherlands. The signers forming a diverse group in age and regional background participated in recordings done in pairs which resulted in about 1.5 hours of useable signed data per pair. An upper body view and a top view of each signer were recorded.
Tags: 
Sign language of the NetherlandsSign language