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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 122 10

  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 83 23

  4. detection-app detection-app Public

    Sign Language Detection Web Application

    TypeScript 68 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 58 14

  6. transcription transcription Public

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

    Python 37 17

Repositories

Showing 10 of 36 repositories
  • pose Public

    Library for viewing, augmenting, and handling .pose files

    sign-language-processing/pose’s past year of commit activity
    Python 83 MIT 23 16 2 Updated Feb 9, 2025
  • 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 2 MIT 2 0 0 Updated Feb 5, 2025
  • pose-evaluation Public

    Automatic Evaluation for Pose Files

    sign-language-processing/pose-evaluation’s past year of commit activity
    Python 1 1 10 2 Updated Feb 4, 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 58 MIT 14 19 1 Updated Feb 3, 2025
  • pose-to-video Public

    Render pose sequences as photorealistic videos.

    sign-language-processing/pose-to-video’s past year of commit activity
    Python 11 9 5 0 Updated Jan 31, 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 3 MIT 2 3 0 Updated Jan 6, 2025
  • sign-gpt Public

    Multi Task GPT Model for Sign Language

    sign-language-processing/sign-gpt’s past year of commit activity
    Python 6 0 3 0 Updated Jan 6, 2025
  • pose-anonymization Public

    Remove identifying information from sign language poses

    sign-language-processing/pose-anonymization’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Jan 3, 2025
  • datasets Public

    TFDS data loaders for sign language datasets.

    sign-language-processing/datasets’s past year of commit activity
    Python 88 27 30 2 Updated Jan 2, 2025
  • signwriting-description Public

    Describe how to perform signs from SignWriting

    sign-language-processing/signwriting-description’s past year of commit activity
    Python 2 1 3 0 Updated Dec 22, 2024
View all repositories

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