The Audio Processing Dog House by Jack Schaedler
A really well written and illustrated introduction to Audio Processing covering the theory of sampling and the methods of audio signals analysis. A great introduction to some complex techniques.
The text of The Audio Processing Dog House by Jack Schaedler is available online.