Progressing beyond basic text-to-speech, modern AI spoken agent development now leverages a range of advanced techniques. These include variational autoencoders (VAEs) for generating more realistic and expressive speech, and generative adversarial networks (GANs) to improve authenticity. Furthermore, techniques like few-shot learning and transfer l