I use the various EJay products for music (EJay Techno, or EJay Dance).

I collect CDs of sound effects when I see them at cheap computer software sales. I have about 5 different sound collections.

Goldwave is shareware, free to use but can also pay (I think the free version has a limit on how much you can use it per session).