I too have a RM1X and noticed the same behavior. There are two ways I know of:
1. On the RM1X, in "voice", set it to anything else than "phrase".
2. If you're on Windows, you can use MIDI-OX and Midi Yoke to filter the program changes.
Hope that helps.