Docedison:
4 AA or bigger cells in series should be OK but marginally so as the regulator wants to see about a volt more in than it's output voltage for proper operation,
Batteries don't provide 1.5V for most of their life. They provide it for the first 5% or so then rapidly drop down to 1.3.