A complete system of learning spelling-tophoneme conversion of English words consists of three major processes: alignment, mapping learning, and grapheme generation. Such a system can be used to construct prototypes of reading machines for English or other lan guages quickly and automatically. This paper focusses on the alignment process, which is crit ical to mapping learning and grapheme ge...