Sign Language Translation NLP Tools

Tools for converting between spoken/written language and sign language (visual gestures, animations, or video). Includes speech-to-sign, text-to-sign, and sign-to-text systems. Does NOT include general speech recognition, lip reading, or gesture recognition without sign language translation output.

There are 11 sign language translation tools tracked. The highest-rated is shoebham/text_to_isl at 35/100 with 42 stars.

Get all 11 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=sign-language-translation&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Tool Score Tier
1 shoebham/text_to_isl

A Summer project that converts text to Indian Sign language through animation

35
Emerging
2 ShivamGupta92/SignLang_Action_Recognition

This project utilizes action recognition and deep learning with OpenCV,...

24
Experimental
3 MehrinFirdousi/Synaera-TeamSemaphore

Android application that performs sign language to text translation in real time

20
Experimental
4 jamnicki/mig-ai

Academic R&D project: Sign-Polish Language Video Translator

19
Experimental
5 prathyuma-08/Speech_to_ISL

Converts the given English Speech/Text to Indian Sign Language (ISL)

19
Experimental
6 anikashawarma/Silent-Voice-Lip-Reader

This is an AI enhanced lip reading application based on real-world videos...

16
Experimental
7 dikeshganboi/Sanket-Bhasha-Multilingual-Speech-Text-to-Sign-Language-Converter

🌍 Multilingual Speech/Text to Indian Sign Language Converter - Convert text...

16
Experimental
8 kashishsinghyadav/VoiceVista-voice-to-sign-converter

An application which takes in live speech or audio recording as input,...

13
Experimental
9 AbhishekSrivastava-23/hindi-to-isl-translation

A natural language processing system that converts Hindi text into...

12
Experimental
10 agarsev/visse

Meta-repository for project VisSE: "Visualizando la SignoEscritura"...

12
Experimental
11 Jayanth717/Audio-to-Sign-Language-Converter

A Django based NLP application that converts speech or text into sign...

11
Experimental