Previous studies [10, 11, 20] have shown that a part of the tongue posture variance may be recovered from visible facial movement. Confronting articulatory models of the vocal tract (VT) and of the facial movements to cineradiographic data for the same subject, we examine the visible consequences of speech articulation, and conversely we determined the characteristics of the VT that can directly and robustly be captured from facial movements.