What you say actually makes no sense whatsoever. What is forcing you to consider 1 second windows?
Also, 48kHz is 2^7 * 3 * 5^3 so it actually avoids the larger prime factor of 7. Not that anyone cares: just use an actual power of two as your window size to begin with!