This is a repackaged software that includes the charges of installation and configuration of Whisper-Tiny FastAPI which is an innovative software solution that combines the efficiency of Whisper-Tiny, a lightweight yet powerful machine learning model for speech-to-text conversion, with the modern, high-performance web framework of FastAPI. This blend offers a cutting-edge tool for developers and organizations looking to implement robust, scalable, and responsive audio processing and sentiment analysis applications in their systems.