Informed source separation: A Bayesian tutorial

  • Kevin H. Knuth
  • Published 2005 in 2005 13th European Signal Processing Conference

Abstract

Source separation problems are ubiquitous in the physical sciences; any situation where signals are superimposed calls for source separation to estimate the original signals. In this tutorial I will discuss the Bayesian approach to the source separation problem. This approach has a specific advantage in that it requires the designer to explicitly describe… (More)

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