The latest developments and the progress within the capabilities of huge language fashions have performed a vital function within the developments of LLM-based frameworks for audio era and speech synthesis duties particularly within the zero-shot setting. Conventional speech synthesis frameworks have witnessed important developments because of integrating extra options like neural audio codecs for discreet…