As @licquorice said, failing batteries is the usual cause of this symptom but the temporary swap to alkalines usually proves the case. It's possible that real cheapies might also not have enough current to deal with a ringing phone, but Duracell should be fine. You could always swap a set from a working handset to be sure.
Oh & check the contacts in the battery compartment for any signs of contamination or corrosion.
