Audio to Sign Language Converter

Author:

Tiwari Rishin,Birthare Saloni,Lovanshi Mr. Mayank

Abstract

Abstract: The hearing and speech disabled people have a communication problem with other people. It is hard for such individuals to express themselves since everyone is not familiar with the sign language. The aim of this paper is to design a system which is helpful for the people with hearing / speech disabilities and convert a voice in Indian sign language (ISL). The task of learning a sign language can be cumbersome for people so this paper proposes a solution to this problem using speech recognition and image processing. The Sign languages have developed a means of easy communication primarily for the deaf and hard of hearing people. In this work we propose a real time system that recognizes the voice input through Pyaudio, SPHINX and Google speech recognition API and converts it into text, followed by sign language output of text which is displayed on the screen of the machine in the form of series of images or motioned video by the help of various python libraries.

Publisher

International Journal for Research in Applied Science and Engineering Technology (IJRASET)

Subject

General Earth and Planetary Sciences,General Environmental Science

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Transforming Wikipedia text into audio through machine learning;Library Hi Tech News;2024-08-06

2. Speech Recognition and Transformation in Sign Language Using CNN;Lecture Notes in Networks and Systems;2024

3. Sinhala Sign Language Learning System for Hearing Impaired Community;2023 4th International Informatics and Software Engineering Conference (IISEC);2023-12-21

4. VoiceMitra - A Speech to Visual Translation Approach for Disabled;2023 International Conference on Advanced Computing Technologies and Applications (ICACTA);2023-10-06

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