Make-An-Audio is a generative AI system that produces audio from text prompts using latent diffusion models. It employs a prompt-enhanced diffusion approach for conditioning and supports generation from text and video modalities. The repository provides a PyTorch implementation along with pretrained models for audio generation and audio inpainting tasks.