In speaker verification, the result of a trial is traditionally summarised as an arbitrary score, where a higher score indicates stronger evidence in favour of the speaker hypothesis. However this is difficult to interpret. It is useful to convert this score into a “confidence level”, i.e. the posterior probability that the speaker hypothesis is correct, given the score. One of the simplest for...