Japanese Sign Language
PulseAugur coverage of Japanese Sign Language — every cluster mentioning Japanese Sign Language across labs, papers, and developer communities, ranked by signal.
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New AI models advance sign language recognition and production
Researchers have developed novel methods for sign language recognition and production, moving beyond traditional closed-set classification. One approach uses video captioning and description retrieval to create a revers…
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New Transformer Model Achieves SOTA in Sign Language Recognition
Researchers have developed a novel Transformer-based architecture called the Sequential Spatio-Temporal Attention Network (SSTAN) for dynamic sign language and fingerspelling recognition. This model utilizes hierarchica…
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New Japanese Sign Language Dataset Aids Deaf Communication Tools
Researchers have developed JSL-DC, the largest Japanese Sign Language (JSL) dataset to date, featuring 36.7K videos from 19 signers. This dataset was created with a Deaf-centric approach, involving Deaf and Coda linguis…
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New method improves emotion recognition in sign language using cross-lingual data
Researchers have developed a new method for emotion recognition in sign language, addressing challenges of overlapping grammatical and affective facial expressions and data scarcity. By utilizing a cross-lingual approac…