  Ultra light particles $(m_a \sim 10^{-21}eV-10^{-22}eV)$ with axion-like
couplings to other particles can be candidates for fuzzy dark matter (FDM) if
the axion decay constant $f_a\sim 10^{17}GeV$. If a compact star is immersed in
such a low mass axionic potential it develops a long range field outside the
star. This axionic field is radiated away when the star is in a binary orbit.
The orbital period of a compact binary decays mainly due to the gravitational
wave radiation, which was confirmed first in the Hulse-Taylor binary pulsar.
The orbital period can also decay by radiation of other light particles like
axions and axion like particles(ALPs). For axionic radiation to take place, the
orbital frequency of the periodic motion of the binary system should be greater
than the mass of the scalar particle which can be radiated. This implies that,
for most of the observed binaries, particles with mass $m_a< 10^{-19}eV$ can be
radiated, which includes FDM particles. In this paper, we consider four compact
binary systems: PSR J0348+0432, PSR J0737-3039, PSR J1738+0333, and PSR
B1913+16 (Hulse Taylor Binary) and show that the observations of the decay in
orbital period put the bound on axion decay constant, $f_a\lesssim
\mathcal{O}(10^{11}GeV)$. This implies that Fuzzy Dark Matter cannot couple to
gluons.
