Comment by ZoomZoomZoom

Do you mean slowing down while lowering pitch (without resampling)? If so, you're correct, as you bring harmonics from out of limit of human hearing back and the result sounds natural.

But if you mean just changing the speed of the sound, than you need to change the algorithm you're using. There should be no difference in quality due to sources having different sample rates.