This tutorial covers how to use the Azure Text-to-Speech service in Python, including how to handle partial audio rendering and "Internal Server Error" answers. The same SSML has issues with the API yet functions flawlessly in Speech Studio. Through proper SDK configuration and timeout log analysis, the study examines ways to minimize failures and guarantee smoother voice synthesis, including retry methods and performance improvements.