AI-Based Automated Subtitle Generation System for Multilingual Video Transcription and Embedding

The subtitle generator system proposed in this project is an intelligent tool towards automation of subtitle production for video content., using the most advanced speech recognition and transcription and video processing technologies. U sing integration with machine learning models such as Whisper by OpenAI with multimedia tools including FFmpeg and MoviePy., it manages the production of subtitles that track up and are perfectly synchronized with spoken content within video files. It gives standard SRT file generation with direct embedding abilities into videos., hence reducing the total manual effort and time taken in the production of subtitles. Support to transcribe into multiple languages is also given with an easy Graphical User Interface GUI that provides ease of interaction with the application. This solution to video accessibility., particularly for the purpose of using more than one language., is scalable and automated to provide the best possible approach in media industry subtitle generation.