LangScape is an innovative project that uses artificial intelligence and machine learning technologies to automatically detect the words spoken in a video, translate it into the desired language, and seamlessly integrate the translated speech using deep fake technology.At first, the user is supposed to supply the application the input file.The input to the application is video.The system identifies the words spoken in the video and simply converts them to text.The text is then translated in to the target language.At last, the content is lip synced using deep fake algorithm into the original video.The unique aspect of LangScape lies in its use of deep fake technology.By employing deep learning models, the system is capable of replacing the original speech in the video with the translated audio, while maintaining lip sync and facial expressions to ensure a visually convincing and seamless integration.
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Nadar et al. (2024) studied this question.
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