Beat: A large-scale semantic and emotional multi-modal dataset for conversational gestures synthesis

H Liu, Z Zhu, N Iwamoto, Y Peng, Z Li, Y Zhou… - European conference on …, 2022 - Springer
Achieving realistic, vivid, and human-like synthesized conversational gestures conditioned
on multi-modal data is still an unsolved problem due to the lack of available datasets …

Neural Sign Actors: A diffusion model for 3D sign language production from text

V Baltatzis, RA Potamias, E Ververas… - Proceedings of the …, 2024 - openaccess.thecvf.com
Sign Languages (SL) serve as the primary mode of communication for the Deaf and Hard of
Hearing communities. Deep learning methods for SL recognition and translation have …

Bbc-oxford british sign language dataset

S Albanie, G Varol, L Momeni, H Bull, T Afouras… - arXiv preprint arXiv …, 2021 - arxiv.org
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 …

Changepoint detection-assisted nonparametric clustering for unsupervised temporal sign segmentation

HH Sim, H Cho, H Lee - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Temporal sign segmentation aims to temporarily divide continuous sign language into
category-agnostic sign segments. One of the challenges to temporal sign segmentation is …

Diversity-Aware Sign Language Production through a Pose Encoding Variational Autoencoder

MI Lakhal, R Bowden - arXiv preprint arXiv:2405.10423, 2024 - arxiv.org
This paper addresses the problem of diversity-aware sign language production, where we
want to give an image (or sequence) of a signer and produce another image with the same …

Sign Language Motion Generation from Sign Characteristics

M Gil-Martín, M Villa-Monedero, A Pomirski… - Sensors, 2023 - mdpi.com
This paper proposes, analyzes, and evaluates a deep learning architecture based on
transformers for generating sign language motion from sign phonemes (represented using …

Spatial-Temporal Consistency Constraints for Chinese Sign Language Synthesis

L Gao, P Liu, L Wan, W Feng - … Conference on Computer-Aided Design and …, 2023 - Springer
Video splicing based sign language synthesis focuses on splicing word\sentence-level sign
language videos to produce new sign language videos. However, directly splicing or …

[HTML][HTML] Sign language motion generation from sign characteristics

MG Martin, MV Monedero, A Pomirski… - 2023 - amazon.science
This paper proposes, analyzes, and evaluates a deep learning architecture based on
transformers for generating sign language motion from sign phonemes (represented using …

A Survey on Indian Sign Language Translation Using Artificial Intelligence

S Kumar, A Sharma, RR Dhote - International Conference on Emerging …, 2023 - Springer
This survey paper presents a summary of current work on the Indian Sign Language
Translation in real time. Various approaches to this translation and the use of artificial …

RETRACTED CHAPTER: Literature Review on Sign Language Generation

S Oak, T Shroff, A Kulkarni, R Jadhav… - … Conference on Data …, 2022 - Springer
The deaf and dumb community uses sign language to communicate. Sign language is a
language of signs including facial expressions and not of spoken words. It is a visual mode …