Hey, don't listen to me, I'm a yahoo down in Baton Rouge. These people know better:

• The Audacity Manual This has a great introduction to digital sound that explains everything. Go here if three letter acronyms like bps and wav are killing you.
• The Linux Sound Howto
• The Advanced Linux Sound Architecture (ALSA)
• Open Sound System for Linux
• Someone else's pain.