Only so much data can get to your house and it is now being split 4 ways and the you tube videos will be taking up quite a bit of bandwidth. This is probably the reason why you now have a slower speed. Changing the router may not improve things. Changing your total download speed from your ISP may improve things.
WPA2 hack: How secure is your Wi-Fi?