1. A system for speech translation, comprising: a bridge module connected between a first component and a second component, the bridge module including: a transformation model configured to receive an original hypothesis output from a first component, the transformation model comprising one or more transformation features configured to transform the original hypothesis into a new hypothesis that is more easily translated by the second component.