Toyota Corolla engine noise

2004 Toyota Corolla ? makes a grrrr sound when I accelerate from a dead stop ? seems to happen when I have the AC on ? the grrr last until I reach @15 mph and then I don?t hear it anymore.

Also, when I?m accelerating to 15 mph and I take my foot off the pedal, it stops.

Automatic or manual transmission?