Sign Language Recognition

SLR

Interprets sign language gestures using computer vision. Aids communication accessibility for the deaf and hard-of-hearing communities.

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Stable Signer: Hierarchical Sign Language Generative Model Sen Fang Yalin Feng Hongbin Zhong Yanxin Zhang Dimitris N. Metaxas SLR 104 0 0 03 Dec 2025
Co-speech Gesture Video Generation via Motion-Based Graph Retrieval Yafei Song Peng Zhang Bang Zhang DiffM SLR 128 0 0 02 Dec 2025
CoordSpeaker: Exploiting Gesture Captioning for Coordinated Caption-Empowered Co-Speech Gesture Generation Fengyi Fang Sicheng Yang Wenming Yang SLR 28 0 0 28 Nov 2025
EASL: Multi-Emotion Guided Semantic Disentanglement for Expressive Sign Language Generation Yanchao Zhao Jihao Zhu Yu Liu Weizhuo Chen Yuling Yang Kun Peng SLR 78 0 0 27 Nov 2025
Bangla Sign Language Translation: Dataset Creation Challenges, Benchmarking and Prospects Husne Ara Rubaiyeat H. Mahmud Md. Kamrul Hasan SLR 231 0 0 26 Nov 2025
KGpipe: Generation and Evaluation of Pipelines for Data Integration into Knowledge Graphs Marvin Hofer Erhard Rahm SLR 104 0 0 23 Nov 2025
A Comparative Analysis of Recurrent and Attention Architectures for Isolated Sign Language RecognitionPanhellenic Conference on Informatics (PI), 2025 Nigar Alishzade Gulchin Abdullayeva SLR 88 0 0 17 Nov 2025
RoCoISLR: A Romanian Corpus for Isolated Sign Language Recognition Cătălin-Alexandru Rîpanu Andrei-Theodor Hotnog Giulia-Stefania Imbrea Dumitru-Clementin Cercel SLR 185 0 0 16 Nov 2025
Large Sign Language Models: Toward 3D American Sign Language Translation S. Zhang Xiaoxiao He Di Liu Zhaoyang Xia Mingyu Zhao Chaowei Tan Vivian Li Bo Liu Dimitris N. Metaxas Mubbasir Kapadia SLR 181 0 0 11 Nov 2025
Sign language recognition from skeletal data using graph and recurrent neural networks B. Mederos J. Mejía A. Medina-Reyes Y. Espinosa-Almeyda J. D. Díaz-Roman I. Rodríguez-Mederos M. Mejía-Carreon F. Gonzalez-Lopez SLR 168 0 0 08 Nov 2025
POSESTITCH-SLT: Linguistically Inspired Pose-Stitching for End-to-End Sign Language Translation Abhinav Joshi Vaibhav Sharma Sanjeet Singh Ashutosh Modi SLR 211 0 0 31 Oct 2025
Seeing, Signing, and Saying: A Vision-Language Model-Assisted Pipeline for Sign Language Data Acquisition and Curation from Social Media Shakib Yazdani Yasser Hamidullah C. España-Bonet Josef van Genabith SLR 122 1 0 29 Oct 2025
A Critical Study of Automatic Evaluation in Sign Language Translation Shakib Yazdani Yasser Hamidullah C. España-Bonet Eleftherios Avramidis Josef van Genabith SLR 221 0 0 29 Oct 2025
Reconnaissance Automatique des Langues des Signes : Une Approche Hybridée CNN-LSTM Basée sur Mediapipe Fraisse Sacré Takouchouang Ho Tuong Vinh SLR 216 0 0 24 Oct 2025
Spatio-temporal Sign Language Representation and TranslationConference on Machine Translation (WMT), 2025 Yasser Hamidullah Josef van Genabith C. España-Bonet SLR 172 7 0 22 Oct 2025
SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision Yasser Hamidullah Shakib Yazdani Cennet Oguz Josef van Genabith C. España-Bonet SLR VLM 241 1 0 22 Oct 2025
Sign Language Translation with Sentence Embedding SupervisionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yasser Hamidullah Josef van Genabith C. España-Bonet SLR 184 11 0 22 Oct 2025
Conveying Meaning through Gestures: An Investigation into Semantic Co-Speech Gesture Generation Hendric Voss Lisa Michelle Bohnenkamp Stefan Kopp SLR 120 0 0 20 Oct 2025
ImaGGen: Zero-Shot Generation of Co-Speech Semantic Gestures Grounded in Language and Image Input Hendric Voss Stefan Kopp SLR 180 0 0 20 Oct 2025
Real-Time Sign Language to text Translation using Deep Learning: A Comparative study of LSTM and 3D CNNInternational Journal of Computer Applications (IJCA), 2025 Madhumati Pol Anvay Anturkar Anushka Khot Ayush Andure Aniruddha Ghosh Anvit Magadum Anvay Bahadur SLR HAI 250 0 0 15 Oct 2025
Nepali Sign Language Characters Recognition: Dataset Development and Deep Learning Approaches Birat Poudel Satyam Ghimire Sijan Bhattarai Saurav Bhandari Suramya Sharma Dahal SLR 143 0 0 13 Oct 2025
Saudi Sign Language Translation Using T5 Ali Alhejab Tomas Zelezny Lamya Alkanhal Ivan Gruber Yazeed Alharbi Jakub Straka Vaclav Javorek Marek Hruz Badriah Alkalifah Ahmed M. Ali SLR 177 0 0 13 Oct 2025
IsoSignVid2Aud: Sign Language Video to Audio Conversion without Text Intermediaries Harsh Kavediya Vighnesh Nayak Bheeshm Sharma Balamurugan Palaniappan SLR 137 0 0 09 Oct 2025
Meaningful Pose-Based Sign Language Evaluation Zifan Jiang Colin Leong Amit Moryossef Anne Gohring Annette Rios ... Maksym Ivashechkin Neha Tarigopula Biao Zhang Rico Sennrich Sarah Ebling SLR 170 0 0 08 Oct 2025
Flock: A Knowledge Graph Foundation Model via Learning on Random Walks Jinwoo Kim Xingyue Huang Krzysztof Olejniczak Kyungbin Min M. Bronstein Seunghoon Hong .Ismail .Ilkan Ceylan SLR 183 1 0 01 Oct 2025
Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning Jinyeop Song Song Wang Julian Shun Yada Zhu OffRL SLR 243 0 0 30 Sep 2025
Geometry-Aware Losses for Structure-Preserving Text-to-Sign Language Generation Zetian Wu Tianshuo Zhou Stefan Lee Liang Huang SLR 160 0 0 27 Sep 2025
Beyond the Individual: Introducing Group Intention Forecasting with SHOT Dataset Ruixu Zhang Yuran Wang Xinyi Hu Chaoyu Mai Wenxuan Liu Danni Xu Xian Zhong Zheng Wang SLR AI4TS 288 0 0 25 Sep 2025
Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling Sydney Anuyah Mehedi Mahmud Kaushik Krishna Dwarampudi Rakesh Shiradkar Arjan Durresi Sunandan Chakraborty SLR 116 0 0 22 Sep 2025
CGTGait: Collaborative Graph and Transformer for Gait Emotion Recognition Junjie Zhou Haijun Xiong Junhao Lu Ziyu Lin Bin Feng CVBM SLR ViT 145 0 0 20 Sep 2025
GestOS: Advanced Hand Gesture Interpretation via Large Language Models to control Any Type of Robot Artem Lykov Oleg Kobzarev Dzmitry Tsetserukou SLR 113 0 0 17 Sep 2025
SSL-SSAW: Self-Supervised Learning with Sigmoid Self-Attention Weighting for Question-Based Sign Language Translation Zekang Liu Wei Feng Fanhua Shang Lianyu Hu Jichao Feng Liqing Gao SLR 140 0 0 17 Sep 2025
SegSLR: Promptable Video Segmentation for Isolated Sign Language Recognition Sven Schreiber Noha Sarhan Simone Frintrop Christian Wilms SLR VLM 168 0 0 12 Sep 2025
SignMouth: Leveraging Mouthing Cues for Sign Language Translation by Multimodal Contrastive Fusion Wenfang Wu Tingting Yuan Yupeng Li Daling Wang Xiaoming Fu SLR 196 0 0 12 Sep 2025
MultimodalHugs: Enabling Sign Language Processing in Hugging Face Gerard Sant Zifan Jiang Carlos Escolano Amit Moryossef Mathias Müller Rico Sennrich Sarah Ebling SLR 163 0 0 10 Sep 2025
Skeleton-based sign language recognition using a dual-stream spatio-temporal dynamic graph convolutional network Liangjin Liu Haoyang Zheng Zhengzhong Zhu Pei Zhou SLR 176 0 0 10 Sep 2025
SL-SLR: Self-Supervised Representation Learning for Sign Language Recognition Ariel Basso Madjoukeng Jérôme Fink Pierre Poitier Edith Belise Kenmogne Benoit Frenay SSL SLR 156 0 0 05 Sep 2025
SiLVERScore: Semantically-Aware Embeddings for Sign Language Generation Evaluation Saki Imai Mert Inan Anthony Sicilia Malihe Alikhani SLR 128 1 0 04 Sep 2025
CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG Signals Wenhui Cui Christopher Sandino Hadi Pouransari Ran Liu Juri Minxha Ellen L. Zippi Aman Verma Anna Sedlackova Erdrin Azemi Behrooz Mahasseni SLR 202 0 0 04 Sep 2025
Low-Cost Open-Source Ambidextrous Robotic Hand with 23 Direct-Drive servos for American Sign Language Alphabet Kelvin Daniel Gonzalez Amador SLR 95 0 0 03 Sep 2025
Continuous Saudi Sign Language Recognition: A Vision Transformer Approach Soukeina Elhassen Lama Al Khuzayem Areej Alhothali Ohoud Alzamzami Nahed Alowaidi SLR 122 0 0 03 Sep 2025
Learning Correlation-aware Aleatoric Uncertainty for 3D Hand Pose Estimation Lee Chae-Yeon Nam Hyeon-Woo Tae-Hyun Oh 3DH SLR 145 0 0 01 Sep 2025
Leveraging Large Language Models for Accurate Sign Language Translation in Low-Resource Scenarios L. Bulla Gabriele Tuccio M. Mongiovì Aldo Gangemi SLR 200 0 0 25 Aug 2025
Text-Driven 3D Hand Motion Generation from Sign Language Data Léore Bensabath Mathis Petrovich Gül Varol SLR 175 0 0 21 Aug 2025
HandCraft: Dynamic Sign Generation for Synthetic Data Augmentation Gaston Gustavo Rios P. D. Bianco Franco Ronchetti F. Quiroga Oscar Stanchi Santiago Ponte Ahón Waldo Hasperué SLR 201 0 0 20 Aug 2025
SignBind-LLM: Multi-Stage Modality Fusion for Sign Language Translation Marshall Thomas Edward Fish Richard Bowden SLR 202 0 0 20 Aug 2025
Towards Skeletal and Signer Noise Reduction in Sign Language Production via Quaternion-Based Pose Encoding and Contrastive LearningInternational Conference on Intelligent Virtual Agents (IVA), 2025 Guilhem Fauré Mostafa Sadeghi Sam Bigeard Slim Ouni SLR 150 0 0 20 Aug 2025
Real-Time Sign Language Gestures to Speech Transcription using Deep Learning Brandone Fonya SLR 119 0 0 18 Aug 2025
Continuous Bangla Sign Language Translation: Mitigating the Expense of Gloss Annotation with the Assistance of Graph S. Arib Rabeya Akter Sejuti Rahman SLR 110 0 0 14 Aug 2025
A Signer-Invariant Conformer and Multi-Scale Fusion Transformer for Continuous Sign Language Recognition Md Rezwanul Haque Md. Milon Islam S M Taslim Uddin Raju Fakhri Karray SLR 117 0 0 12 Aug 2025

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