Transcribe Utility is a desktop application that transcribes video and audio files into text using the faster-whisper Python library derived from OpenAI Whisper. The application features a user-friendly GUI to allow users to select video/audio files, initiate transcription, and save results to .txt and .srt files with time stamps.