Sign language comprehension and vocalization: A Game-Changer for Auditory-challenged and Mute Communication

Sign language plays a crucial role in facilitating communication between individuals who are unable to speak and those who can. Mute individuals face significant challenges in conveying
their message to the hearing population, particularly in times of emergency when swift communication is essential. Since most individuals are not trained in sign language, it becomes particularly difficult to comprehend their messages. To overcome this problem, sign language can be converted into spoken language to enable effective communication. There
are two primary methods for detecting hand gestures, namely vision-based and non-visionbased techniques, which are used to convert the detected information into voice. While the
former employs a camera to detect gestures, the latter is used in this project. It is worth noting that many mute individuals are also deaf, making it necessary to convert spoken language
into sign language for effective communication