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physics.data-an2002★ 2 cited
Bayesian Source Separation and Localization
Kevin H. Knuth
The problem of mixed signals occurs in many different contexts; one of the most familiar being acoustics. The forward problem in acoustics consists of finding the sound pressure le…
physics.data-an2002★ 99 cited
A Bayesian approach to source separation
Kevin H. Knuth
The problem of source separation is by its very nature an inductive inference problem. There is not enough information to deduce the solution, so one must use any available informa…
physics.data-an2002
Source separation as an exercise in logical induction
Kevin H. Knuth
We examine the relationship between the Bayesian and information-theoretic formulations of source separation algorithms. This work makes use of the relationship between the work of…