The integral is like this:
$$ \int_0^\infty \mathrm{d} x \frac{\cos[2t\cosh(\frac{\pi x}{2})]}{1+x^2} $$
The short time asymptotics is like this (some constant maybe missing):
$$ \sim \frac{1}{\ln t} $$
I don't know how to get this...
Edit: what's the meaning of short time?
The source I am reading says:
At short times the integral rises or falls sharply as $\sim \frac{1}{\ln t}$
My guess that the meaning of short time is the time smaller than the first maximum or minimum of the integral.
here is an idea: i will look at the asymptotics of the simpler $$I= \int_0^\infty \frac{\cos(te^x)}{1+x^2}\, dx \text{ for small } t. $$
observe that the graph of $y = \frac{\cos(te^x)}{1+x^2}$ oscillates between the envelopes $y = \pm \frac 1{1+x^2}$ starts at $(0,1)$ and the first $x$ -intercept is $\ln(\pi/2) - \ln(t).$ there after the intercepts are spaced by $\ln 2, \ln 3. \cdots.$
therefore $$I= \int_0^\infty \frac{\cos(te^x)}{1+x^2}\, dx=\int_0^{\ln(\pi/(2t)}\frac{\cos(te^x)}{1+x^2}\, dx +\cdots = \frac12 \times 1 \times \ln\left(\frac{\pi}{2t}\right) + \cdots$$ the estimate being the area of the triangle with base $ \ln\left(\frac{\pi}{2t}\right)$ and height $1.$