1. A method for recognizing speech in acoustic data, comprising: generating at least one hypothetical word (HYP) in a decoder; deriving a word confidence score (WCS) for each HYP; and determining a modified hypothetical word (mHYP) for each HYP based on the HYP and the WCS for each HYP.