We use the CMU Multimodal Data Software Development Kit (SDK)<cite> (Zadeh et al., 2018a)</cite> to load and pre-process the CMU-MOSI database, which splits the 2199 opinion segments into training (1283 segments), validation (229 segments), and test (686 segments) sets.