Enhanced radiative recombination in a periodically nanoengineered silicon‐ on‐insulator structure (see figure and cover) is studied using micro‐Raman, photoluminescence, and photocurrent spectroscopies. It is shown that the enhancement is due to phonon‐ localization effects, leading to a relaxation of the fundamental k‐selection rule disfavoring light emission in bulk silicon.