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Sparsity-aware adaptive algorithms present some advantages over standard ones, specially due to the fact that they have faster convergence rate. This paper proposes a stochastic model for both l0-LMS and l0-NLMS algorithms, and carries out an accurate transient analysis of these algorithms without requiring the input signal to be white. Some previously unreported learning properties of these algorithms...