7. The method of claim 1 further comprising accepting data characterizing a plurality of instances of acoustically-based events, at least some of the acoustically-based events being known to belong to each of the possible classes.
8. The method of claim 7 further comprising estimating parameters for the distributions of recognition scores from the data characterizing the plurality of instances of acoustically-based events.