Wepresentanapproachtodetectingandrecognizingspokenisolatedphrasesbasedsolelyonvisualinput.Weadoptanarchitecturethatrstemploysdiscriminativedetectionofvisualspeechandarticulatoryfeatures,andthenperformsrecognitionusingamodelthataccountsfortheloosesynchroniz