Sign Language Production

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

8 shown of 8 papers with code (40 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production
  18 Dec 2024 1 repository listed
  Sign-IDD incorporates a novel Iconicity Disentanglement (ID) module to bridge the gap between relative positions among joints.
• Empowering Sign Language Communication: Integrating Sentiment and Semantics for Facial Expression Synthesis
  27 Aug 2024 1 repository listed
  Facial expressions (non-manual), in particular, are responsible for encoding the grammar of the sentence to be spoken, applying punctuation, pronouns, or emphasizing signs.
• Sign Stitching: A Novel Approach to Sign Language Production
  13 May 2024 1 repository listed
  Then by applying filtering in the frequency domain and resampling each sign we create cohesive natural sequences, that mimic the prosody found in the original data.
• A Data-Driven Representation for Sign Language Production
  17 Apr 2024 1 repository listed
  By applying Vector Quantisation (VQ) to sign language data, we first learn a codebook of short motions that can be combined to create a natural sequence of sign.
• Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production
  29 Mar 2022 1 repository listed
  To learn sign co-articulation, we propose a novel Frame Selection Network (FS-Net) that improves the temporal alignment of interpolated dictionary signs to continuous signing sequences.
• Sign Language Production: A Review
  29 Mar 2021 1 repository listed
  Sign Language is the dominant yet non-primary form of communication language used in the deaf and hearing-impaired community.
• How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language
  18 Aug 2020 1 repository listed
  Towards this end, we introduce How2Sign, a multimodal and multiview continuous American Sign Language (ASL) dataset, consisting of a parallel corpus of more than 80 hours of sign language videos and a set of…
• Progressive Transformers for End-to-End Sign Language Production
  30 Apr 2020 1 repository listed
  The goal of automatic Sign Language Production (SLP) is to translate spoken language to a continuous stream of sign language video at a level comparable to a human translator.