“…The standard ways of assessing bulbar dysfunction are the ALS functional rating scale-revised (ALSFRS-R) and, less commonly, the Center for Neurologic Study Bulbar Function Scale (CNS-BFS) 8 . Both instruments, however, lack sensitivity to early bulbar changes 9 . Several studies have found that speech features, such as jitter, shimmer, articulatory rate, speaking rate, and pause rate, are affected in ALS 10 , 11 , and that these can be measured from remotely-collected speech samples 12 , 13 .…”