Detecting who speaks is also a (relatively) lightweight analysis. Combined with bag-of-words can build personality/interest profile. Speech based gender detecti

Detecting who speaks is also a (relatively) lightweight analysis. Combined with bag-of-words can build personality/interest profile. Speech based gender detection can also be done, probably also detecting kids from adults. Now have good data about demographics of the household.