And without the Muslims maintaining the Greek and Roman texts, that would've taken far longer. Even algebra and algorithm come from Muslim names.
This is hilariously untrue, if one is talking about the Western Roman empire. An islamic state did conquer Constantinople, which I presume is what you mean.
The Roman empire (western) basically fell apart due to infighting more than anything else.