In the English and Mandarin systems, the lexical and acoustic feature sets perform similarly, and combine to yield improved results.
on the Arabic data, the acoustic feature set performs quite poorly, suggesting that the use of vocal cues to topic transitions may be fundamentally different in Arabic.