Stable Audio is an open-weight generative AI model family developed by Stability AI for text-to-audio synthesis. The models utilize latent diffusion architectures with variational autoencoders and transformer-based text conditioning to convert natural language prompts into audio waveforms. Training emphasizes Creative Commons-licensed data and transparent methodologies to support reproducible research in AI-driven sound generation.