The most relevant previous research is the work of (Gupta and Stent, 2005), who modified Dale and Reiter's algorithm to model speaker adaptation in dialog.
this corpus does not involve dialog so there are no cross-speaker constraints, only within-speaker constraints (speaker style and priming).