Audio aliasing will happen if you sample the sounds at an unsufficient rate.
More specifically, it will happen when the sampling frequency is lower than twice the frequential bandwidth of the sample signal (This is called the Shannon-Nyquist theorem).
On the other hand, I don't really know what audio antialiasing would be. Probably some better kind of interpolation between the samples.