Stable Diffusion uses a variational autoencoder (VAE) to generate detailed images from a caption with only a few words. Unlike prior autoencoder-based diffusion models, Stable Diffusion incorporates a ...

Stability AI Ltd. today introduced Stable Audio, a software platform that uses a latent diffusion model to generate audio based on users' text prompts.The platform can generate up to 95-second cli ...

In addition to the Stable Diffusion foundational model, the other AIs used in image generation, including the text encoder and the variational autoencoder, were also converted.

Stability AI Stable Audio. The architecture of Stable Audio consists of a variational autoencoder (VAE), a text encoder, and a U-Net-based conditioned diffusion model.The VAE plays a crucial role ...

Stable Audio’s model architecture consists of a variational autoencoder (VAE), a text encoder, ... The diffusion model for Stable Audio is a 907M parameter U-Net based on the model used in ...

Stable Video Diffusion is far from the first AI model to offer this kind of functionality. We've previously covered other AI video synthesis methods, including those from Meta , Google , and Adobe .