I am sorry, but comments like this are caused by the naivety of not knowing how the function evaluations are actually implemented.
None of the applications mentioned by you need to use the exponential e^x or the natural logarithm, all can be done using the exponential 2^x and the binary logarithm. The use of the less efficient and less accurate functions remains widespread only because of bad habits learned in school, due to the huge inertia that affects the content of school textbooks.
The fast Fourier transform is written as if it would use e^x, but that has been misleading for you, because it uses only trigonometric functions, so it is irrelevant for discussing whether "e" or "ln 2" is more important, because neither of these 2 transcendental constants is used in the Fast Fourier Transform.
Moreover, FFT is an example for the fact that it is better to use trigonometric functions with the arguments measured in cycles, i.e. functions of 2*Pi*x, instead of the worse functions with arguments measured in radians, because with arguments expressed in cycles the FFT formulae become simpler, all the multiplicative constants explicitly or implicitly involved in the FFT direct and inverse computations being eliminated.
A function like cos(2*Pi*x) is simpler than cos(x), despite what the conventional notation implies, because the former does not contain any multiplication with 2*Pi, but the latter contains a multiplication with the inverse of 2*Pi, for argument range reduction.