Generative AI for Sign Language Recognition and Translation.

Format:

Book

Author/Creator:

Rajasekar, Elakkiya.

Series:

Computing and Networks Series

Language:

English

Physical Description:

1 online resource (0 pages)

Edition:

1st ed.

Place of Publication:

Stevenage : Institution of Engineering & Technology, 2026.

Summary:

In this book, the author takes a multidisciplinary approach combining insights from AI, linguistics, speech recognition and sign language studies to provide a holistic understanding of Generative AI for sign language translation and present innovative solutions to promote effective communication, accessibility and inclusivity.

Contents:

Intro

Contents

About the author

1. Introduction: Background and history of sign language translation

2. Fundamentals of sign language linguistics

3. Sign language datasets

4. Text translation in sign language

5. Speech-to-sign language translation

6. Generative AI models for sign language translation

7. Vision-based sign recognition and pose estimation

8. Sign language generation and video synthesis

9. Evaluation metrics and benchmarking in sign language recognition, translation, and generation

10. Human-centered design and accessibility in sign language systems

11. Responsible futures: ethics and emerging directions in sign language AI

Appendix A

Appendix B

Glossary of terms

Index.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

1-83724-989-X

1-83724-143-0

OCLC:

1581079355