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README.md

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 This repository hosts the Dockerized speech-to-text transcription service, which utilizes Whisper C++ alongside Python to provide an API for audio file transcription.
 
-Certainly! Here's a draft for the Background and Motivation section that you can include in your README file:
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 ## Background and Motivation
 
 In the rapidly advancing field of machine learning, access to efficient and robust tools for everyday applications is essential. Speech-to-text transcription is one of the areas that has seen significant improvements, but deploying these models quickly and efficiently remains a challenge. Whisper C++, a high-performance transcription tool, has emerged as a powerful option, yet it still requires a streamlined pathway to deployment.