International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 11 Issue: 04 | Apr 2024
p-ISSN: 2395-0072
www.irjet.net
Gesture Listen Shridharan R B, Srikumbesh S, Zawahar S, Muthukrishna vinayagam B B.Tech student, Dept. of Artificial intelligence and data science , Kamaraj college of engineering and technology, Tamil nadu,India B.Tech student, Dept. of Artificial intelligence and data science , Kamaraj college of engineering and technology, Tamil nadu,India B.Tech student, Dept. of Artificial intelligence and data science , Kamaraj college of engineering and technology, Tamil nadu,India Professor, Dept. of Computer science engineering , Kamaraj college of engineering and technology, Tamil nadu,India ---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - In an increasingly interconnected world,
text and renders them into Indian Sign Language animations in real-time. This revolutionary tool aims to empower users by providing them with an intuitive and accessible means of communication. Through its userfriendly interface and robust functionality, Gesture Listen promises to revolutionize the way individuals interact and express themselves, fostering inclusivity and understanding in diverse communities.
effective communication is essential for social inclusion and collaboration. However, individuals with speech or hearing impairments often face barriers in expressing themselves digitally. "GestureListen" addresses this challenge by offering a groundbreaking web-based platform that facilitates seamless communication between individuals with impairments and others. Leveraging advanced technologies such as speech recognition and natural language processing, GestureListen interprets spoken language or text input into Sign Language gestures in realtime. By providing a user-friendly interface and robust functionality, GestureListen aims to enhance accessibility and foster greater understanding and integration within diverse communities, ultimately empowering individuals to communicate fluently and inclusively in a digital environment. Through the integration of cutting-edge technologies like Django for web development and NLTK for natural language processing, this project seeks to empower individuals with speech or hearing impairments to communicate effectively in a digital world. By harnessing the power of speech recognition, the system will transcribe spoken language into text, while NLTK facilitates the analysis and interpretation of textual input. This processed data will then be transformed into ISL gestures or animations, enabling users to express themselves fluently and interactively. With its user- friendly interface and robust functionality, this application endeavors to promote inclusivity and empower individuals with disabilities to participate fully in both online and offline conversations.
2. KEY OBJECTIVES 2.1 Accessibility Enable individuals with speech or hearing impairments to communicate effectively by providing a platform that seamlessly translates spoken language into visual gestures.
2.2 Real-time conversion Implement real-time audio-to-text conversion using speech recognition technology, ensuring instant interpretation of spoken words into written form.
2.3 Sign language animation Utilize 3D animation tools to generate life like Indian Sign Language animations corresponding to the interpreted text, enhancing comprehension and expression for users.
2.4 User friendly interface
Key Words: Gesture translation, Audio to gesture, Text to gesture, Gesture communication, Sign language generator.
Design an intuitive and user-friendly interface that facilitates easy navigation and interaction for users of all abilities, promoting inclusivity and accessibility.
1.INTRODUCTION
2.5 Reliability and accuracy
Gesture Listen is an innovative web-based application designed to bridge the communication gap for individuals with speech or hearing impairments. Leveraging advanced technologies like speech recognition and 3D animation, Gesture Listen converts live audio speech recordings into
Develop robust algorithms for speech recognition and text-to-sign language translation to ensure high accuracy and reliability in communication output.
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