Cut-off for nn-tuples of exponentially converging processes

Given an nn-tuple of independent processes, each converging at an exponential rate, conditions are given under which a cut-off occurs for the nn-tuple, when the convergence is measured by different distances between probability distributions. More precise estimates and explicit examples are given for the case of i.i.d. coordinates.