Closed-form EM for Sparse Coding and its Application to Source Separation

Jörg Lücke, Abdul-Saboor Sheikh

We define and discuss the first sparse coding algorithm based on closed-form EM updates and continuous latent variables. The underlying generative model consists of a standard `spi…