(For a video version of this frequently asked question and answer, play this video.)
You can preview audio in several ways. The thing to keep in mind is that pressing the spacebar is not one of these ways.
See the "Preview video and audio" section of After Effects Help for instructions for using RAM preview, playing only audio, and scrubbing audio.
Europe, Middle East and Africa