Just my humble opinion, don't go with RAID if you just want speedy drives, unless you are willing to take the data loss risk involved with RAID0. For the money you'd spend on multiple drives for a RAID array you might be better of just buying a single large SSD or a WD Velociraptor. Compare the price of your multiple drives for your RAID to the cost of a 256GB Samsung 840 Pro Series SSD at $250USD and the cost of the 500GB Western Digital Velociraptor 10,000rpm mechanical drive for $150USD. I bet the price of the SSD and Velociraptor are cheaper than the multiple drives for your RAID array and would most likely give you better performance; especially the SSD.
But if you are hard set for setting up a RAID, I wouldn't do a software RAID as software RAID typically unloads the parity calculations to your cpu and RAM slowing down read/write performance, I would recommend getting a dedicated hardware RAID controller. Albeit with the speed of cpu's an RAM nowadays, the hit from unloading the parity might be minimal but software RAID still sucks cycle from your cpu and eats RAM space.
Lastly, if you're using RAID to guard against data loss, then you are honestly better off getting a large TB drive and regularly backing up all your important data and back-up images of your OS.