Lip reading


 A project for people suffering from vocal cord paralysis, such as cases of weakened control over speech muscles, resulting in difficulties in speaking. The project helps them in translating lip movements in words without any effort. It also helps in automatic speech recognition in video clips without sound or noise, improving speech recognition accuracy, especially in noisy environments. Additionally, it compensates for hearing loss by translating the speaker's lip movements. Moreover, it helps in security and investigations and improves communication with deaf individuals by analyzing lip movements.