4. The dialog system of claim 3 , wherein the script is written in a markup language conforming to Wizard-of-Oz (WOZ) methodology for collecting machine-directed speech data.
3. The dialog system of claim 1 , wherein the controller detects the abnormal output using a confidence measure that includes a measure of posterior probability.