Answer
No.
Work Step by Step
No, a supersonic object forms a cone of shock waves around the direction of motion. As explained on page 534, this shock wave cone moves along with the source. You hear the sonic boom when the shock wave reaches your location, but it is there even at speeds greater than Mach 1, not just at the instant that its speed exceeds Mach 1.