4 citations · 13 across the 6 of their papers we have counts for
4 papers · 1 filter
Sign Language Production with Latent Motion Transformer
Pan Xie, Taiyi Peng, Yao Du +1
Sign Language Production (SLP) is the tough task of turning sign language into sign videos. The main goal of SLP is to create these videos using a sign gloss. In this research, we'…
G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model
Pan Xie, Qipeng Zhang, Taiyi Peng +3
The Sign Language Production (SLP) project aims to automatically translate spoken languages into sign sequences. Our approach focuses on the transformation of sign gloss sequences…
Multi-Scale Local-Temporal Similarity Fusion for Continuous Sign Language Recognition
Pan Xie, Zhi Cui, Yao Du +4
Continuous sign language recognition (cSLR) is a public significant task that transcribes a sign language video into an ordered gloss sequence. It is important to capture the fine-…
PiSLTRc: Position-informed Sign Language Transformer with Content-aware Convolution
Pan Xie, Mengyi Zhao, Xiaohui Hu
Since the superiority of Transformer in learning long-term dependency, the sign language Transformer model achieves remarkable progress in Sign Language Recognition (SLR) and Trans…