I think the real reason moderate muslims don’t speak out is because they agree with the extremists’ goals. Not necessarily the tactics... but the goals.
You've heard the old saw about the difference between extremists and moderates:
Extremist muslims want to kill all non-muslims. Moderate muslims want extremist muslims to kill all non-muslims.