Hooray, IPython 2.0.0 now has `Audio` in IPython.display. As someone who uses IPython notebooks for audio signal processing, this is huge. There were previous user-contributed ways to get around it, but now it's built in.
See http://nbviewer.ipython.org/github/ipython/ipython/blob/2.x/... for an example.