Method of automatically processing a speech signal which comprises the steps of:determining a sequence of probability models corresponding to a given text;determining a sequence of acoustic strings corresponding to the diction of the given text;aligning between the sequence of acoustic strings and the sequence of models; anddetermining a confidence index of acoustic alignment for each association between a model and an acoustic segment.