Our final selection process is based only on the proposed spellings obtained from the pronounced word, after feeding information from the spelled part into the second stage.
performance may improve if we apply a strict constraint during the search, explicitly allowing only paths where the spoken and spelled part of the waveforms agree on the name spelling.