For each unique coarse symbol s we tie together the distributions π ss z c for all possible parent and context combinations (i.e., s , z , and c) using a Hierarchical Dirichlet Process (HDP).
for a single s, each distribution π ss z c over subsymbols is drawn from a DP with concentration parameter α and base distribution β s over subsymbols.