The part of internal ear responsible for dynamic balancing is

In the inner ear ;

the semicircular canals, which respond to rotational movements (angular acceleration) are responsible for dynamic equilibrium.

the utricle and saccule within the vestibule, which respond to changes in the position of the head with respect to gravity (linear acceleration) are responsible for static equilibrium.