Generative AI for Audio and Images: Models and Applications

Generative AI for Audio and Images: Models and Applications offers an in-depth exploration of how modern generative models such as Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), Transformers, and Diffusion models are used to create, manipulate, and enhance audio, image, and video content. Learners examine the architectures, training processes, and use cases of these models across different modalities, gaining both conceptual understanding and practical insights through hands-on activities. The course also highlights the ethical and societal implications of generative …