This paper proposes a two-branch hierarchical model for the complex assessment of the foreign-language oral speech of convicted persons based on segmental and suprasegmental indicators. The segmental branch combines the Goodness of Pronunciation (GOP) obtained from forced phonetic alignment, phone...