You'll be able to do that in Windows Movie Maker too. I haven't used it for ages so I'm not familiar with the exact buttons you have to look for, but you can cut video and sound, which will split them up into separate clips. Then you can just drag one clip into the timeline as Menty says, save that video, then swap that clip for the next one and do the same, etc.