Before revision:   The contributions of this paper are : (1) to propose  verbal FoA for LfD;
After revision:  We demonstrate the robustness of the verbal FoA in attenuating spatio-temporal noises by comparing it with an existing action localization network. The contributions of this paper are : (1) to propose verbal FoA for LfD;