Just stayed last month

It took me about 15-20 minutes. Walk breakdown:
2 minutes room to the crosswalk
5-7 minutes crosswalk to Paradise Pier Hotel (turn left here, then right at the traffic circle)
5 minutes to security tent
7 minutes or so to walk the length of Downtown Disney
It sounds much longer of a walk than it seems when actually walking it!