Latent Space - What is the latent space basis?

The latent space is used as an embedding space in Variational Autoencoders (VAEs). It is possible to train a VAE to encode high-dimensional data, such as audio or pictures, into a compact latent representation. One notable feature of VAEs is their ability to produce fresh data samples from the latent space that has been learned.