“during WWII, the US Navy… winning the U-boat war in the Atlantic”

Sounds like typical US revisionist history.

They developed ASDIC? HF/DF? Hedgehog? Even the depth charge?

No, that was all the British.

I would say technological development plus the Enigma decrypts were the biggest factor.