SignGemma - Sign Language Translation Model from Google DeepMind

What is SignGemma?

SignGemma is the world's most powerful sign language interpreting AI model from Google DeepMind, supporting accurate translation of American Sign Language (ASL) into English text. Based on multimodal training, the model combines visual and textual data to capture sign language actions in real-time and quickly translate them into text with a response latency of less than 0.5 seconds.SignGemma is designed with a highly efficient architecture that runs on consumer-grade GPUs, supports end-side deployment, and protects user privacy.SignGemma recognizes basic gestures, understands contexts and emotional expressions, and improves coherence in translating long sentences, based on the 3D semantic understanding framework.SignGemma is also designed with a unique, scalable, and scalable architecture. SignGemma is mainly used in the fields of learning assistance, educational resources development and public services, providing more convenient communication tools for the hearing impaired and contributing to the inclusive development of the society.

Key features of SignGemma

• real time translation: Rapidly translates sign language movements into text with a delay of less than 0.5 seconds, suitable for real-time communication.
• accurate identification: Support for recognizing basic gestures, understanding context and emotional expressions, and ensuring accurate translations.
• Multi-language support: American Sign Language (ASL) to English translation is currently supported.
• End-side deployment: Supports running on local devices to protect user privacy, suitable for scenarios with high privacy requirements.

How to use SignGemma

• Apply for early test access: Developers based onSignGemma Application PageGet early test access.

SignGemma's core strengths

• high accuracy: Accurately recognizes sign language movements, understands context and emotion, and translates long sentences with high coherence.
• low latency: Real-time translation with a response delay of less than 0.5 seconds, suitable for real-time communication.
• Privacy: Supports end-side deployment and local processing of data to protect user privacy.
• Efficient Architecture: Supports running on consumer GPUs with low hardware requirements and manageable costs.
• multimodal training: Combining visual and textual data to capture gesture dynamics and non-handed movements.
• Emotional and contextual understanding: Captures facial expressions and body gestures to provide natural translation.
• Wide range of application scenarios: Apply to education, healthcare, public services and other areas to facilitate barrier-free communication.

Who SignGemma is for

• hearing impaired: Used in daily communication, learning assistance, medical communication and public service scenarios to help users interact with others more conveniently.
• educator: Supporting teaching and learning, developing sign language educational resources, and promoting education for the hearing impaired.
• medical personnel: To help doctors communicate effectively with hearing-impaired patients in medical settings and to improve the quality of medical services.
• Public service personnel: To assist hearing-impaired persons in accessing information and services in places such as public transportation and airports.
• research worker: To provide tools and references for sign language research and technology development.
• the masses: To promote communication with persons with hearing impairments and to foster socially inclusive development.