If you look at the sources, you will see that the default ones are created with style DEFAULT (*), so:
Typeface paintTf = paint.getTypeface();
Typeface.SERIF.equals(Typeface.create(paintTf, Typeface.DEFAULT));
might do the job (here I check is family is serif).
NB: (*) is not true for DEFAULT_BOLD.