Coarse wood chippings, like from a tree trimmer, are the way to go.
'Mulch' from a landscape supply would be better than the shavings, but still rather lacking.
Hay is very likely to mold....and would be a 'green' in the composting world.
Are you using the thinner wood shavings or coarser pine chips now?
...and are having trouble with odors?