If the observer is at rest, the relative speed of the sound in that medium wrt to observer remains the same.[basics of relative velocity]
Don't confuse yourself with the fact that the frequency of sound changes when the source is moving.
The apparent change in frequency is only due to change in wavelength,and not due to change in velocity.