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Sign Language Translation
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Given a video containing sign language, the task is to predict the translation into (written) spoken language.
Image credit: How2Sign
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model
Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation
Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation
ADAT: Time-Series-Aware Adaptive Transformer Architecture for Sign Language Translation
Hands-On: Segmenting Individual Signs from Continuous Sequences
A multitask transformer to sign language translation using motion gesture primitives
Sign Language Translation using Frame and Event Stream: Benchmark Dataset and Algorithms
Spatio-temporal transformer to support automatic sign language translation
Uni-Sign: Toward Unified Sign Language Understanding at Scale
Lost in Translation, Found in Context: Sign Language Translation with Contextual Cues
GLaM-Sign: Greek Language Multimodal Lip Reading with Integrated Sign Language Accessibility
Learning Sign Language Representation using CNN LSTM, 3DCNN, CNN RNN LSTM and CCN TD
Real-time Bangla Sign Language Translator
LLaVA-SLT: Visual Language Tuning for Sign Language Translation
Improvement in Sign Language Translation Using Text CTC Alignment
Real-Time Multilingual Sign Language Processing
DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion Model
Signs as Tokens: An Autoregressive Multilingual Sign Language Generator
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction
Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation
Enhanced Sign Language Translation between American Sign Language (ASL) and Indian Sign Language (ISL) Using LLMs
Signformer is all you need: Towards Edge AI for Sign Language
Diverse Sign Language Translation
SignAttention: On the Interpretability of Transformer Models for Sign Language Translation
American Sign Language to Text Translation using Transformer and Seq2Seq with LSTM
ELMI: Interactive and Intelligent Sign Language Translation of Lyrics for Song Signing
Sign Language Sense Disambiguation
Cross-Attention Based Influence Model for Manual and Nonmanual Sign Language Analysis
Less is more: concatenating videos for Sign Language Translation from a small set of signs
1DCNNTrans: BISINDO Sign Language Interpreters in Improving the Inclusiveness of Public Services
From Rule-Based Models to Deep Learning Transformers Architectures for Natural Language Processing and Sign Language Translation Systems: Survey, Taxonomy and Performance Evaluation
FLEURS-ASL: Including American Sign Language in Massively Multilingual Multitask Evaluation
Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm
An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs
C${^2}$RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval
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