In order to calculate x-ray emission spectroscopy (XES) spectra, we apply the GW + Bethe-Salpeter equation (GW + BSE) method on a basis of extended quasiparticle theory which enables one to treat an arbitrary excited state as an initial state, because the initial state in the XES process is a highly excited state with a core hole. Compared to the preexisting experimental data of XES fluorescence photon energy, the calculated GW + BSE results give values with about 1-eV accuracy, which is comparable to the previous results using the time dependent density functional theory with the SRC exchange-correlation functional, the equation of motion-coupled cluster single and double, and delta self-consistent field methods. Our GW + BSE results reproduce corresponding experimental XES spectra without missing any peak. The method can assign the excitonic configuration of each peak in XES spectra with the quasiparticle levels. As a result, the analysis of excitonic structure for each peak gives obvious interpretation concerning the relation between excitonic states and valence states.