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@sign-language-processing

Sign Language Processing

README.md

Sign Language Processing

Advancing the accessibility and development of sign language through open-source cutting-edge tools and resources.

We recommend reading our background for sign language processing.

Overview

Our organization develops a wide array of tools to process, understand, and translate sign languages. Below is a categorized list of our repositories and their roles within the ecosystem.

Core Libraries

  • datasets
    TFDS loaders and utilities for handling sign language datasets.

  • pose
    Tools for viewing, augmenting, and handling .pose files, which represent sign language gestures.

Translation and Synthesis

  • spoken-to-signed-translation
    A pipeline for translating spoken language to sign language, including text-to-gloss-to-pose conversion.

  • pose-anonymization
    Remove identifying information from sign language poses.

  • pose-to-video
    Renders pose sequences into photorealistic videos, bringing sign language movements to life.

SignWriting and Visualization

Experimental and Research Projects

Benchmarking and Evaluation

Other Utility Projects

  • segmentation
    Sign language pose segmentation on the sentence and sign level.

  • recognition
    Recognizes lexical signs from isolated sign videos.

  • (OLD) Sign Language Activity Detection training and application - Detect when a signer is a signing in real time.

Popular repositories Loading

  1. sign-language-processing.github.io sign-language-processing.github.io Public

    Documentation and background of sign language processing

    TeX 123 11

  2. datasets datasets Public

    TFDS data loaders for sign language datasets.

    Python 88 27

  3. pose pose Public

    Library for viewing, augmenting, and handling .pose files

    Python 84 24

  4. detection-app detection-app Public

    Sign Language Detection Web Application

    TypeScript 71 12

  5. spoken-to-signed-translation spoken-to-signed-translation Public

    a text-to-gloss-to-pose-to-video pipeline for spoken to signed language translation

    Python 62 16

  6. transcription transcription Public

    Text to pose model for sign language pose generation from a text sequence

    Python 42 17

Repositories

Showing 10 of 36 repositories
  • fluent-pose-synthesis Public

    Given a sequence of individual poses, creates a fluent pose sequence with good intonation and prosody

    sign-language-processing/fluent-pose-synthesis’s past year of commit activity
    Python 3 MIT 2 1 1 Updated Apr 7, 2025
  • spoken-to-signed-translation Public

    a text-to-gloss-to-pose-to-video pipeline for spoken to signed language translation

    sign-language-processing/spoken-to-signed-translation’s past year of commit activity
    Python 62 MIT 16 18 1 Updated Apr 4, 2025
  • signwriting-transcription Public
    sign-language-processing/signwriting-transcription’s past year of commit activity
    Jupyter Notebook 6 MIT 0 1 0 Updated Apr 4, 2025
  • signwriting-translation Public

    Translate from spoken to signed languages using SignWriting

    sign-language-processing/signwriting-translation’s past year of commit activity
    Python 6 MIT 1 1 0 Updated Mar 23, 2025
  • signwriting Public

    Utilities for SignWriting

    sign-language-processing/signwriting’s past year of commit activity
    Python 7 MIT 1 1 (1 issue needs help) 0 Updated Mar 22, 2025
  • pose Public

    Library for viewing, augmenting, and handling .pose files

    sign-language-processing/pose’s past year of commit activity
    Python 84 MIT 24 16 2 Updated Mar 22, 2025
  • pose-evaluation Public

    Automatic Evaluation for Pose Files

    sign-language-processing/pose-evaluation’s past year of commit activity
    Python 1 1 13 0 Updated Mar 19, 2025
  • segmentation Public

    Sign language pose segmentation model on both the sentence and sign level

    sign-language-processing/segmentation’s past year of commit activity
    Python 5 MIT 3 3 1 Updated Mar 16, 2025
  • sign-gpt Public

    Multi Task GPT Model for Sign Language

    sign-language-processing/sign-gpt’s past year of commit activity
    Python 9 1 2 0 Updated Feb 16, 2025
  • pose-to-video Public

    Render pose sequences as photorealistic videos.

    sign-language-processing/pose-to-video’s past year of commit activity
    Python 13 9 5 0 Updated Jan 31, 2025
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