Create and maintain a reliable and expandable data management system for text-to-speech projects, including versioning guidelines and data quality assurance. Establish a streamlined process for autonomously training, assessing, and launching text-to-speech models. Investigate cutting-edge approaches and strategies in machine learning, deep learning, and algorithms pertaining to text-to-speech technology.