Do I need to learn IPA to fix my pronunciation?

No. IPA stores pronunciation in writing, which helps when you look a word up, but it is not required to hear the difference between your version and a reference. The three features used here - syllable count, stress position and the stressed vowel - are audible without any symbols.

Correcting English Pronunciation Without Learning IPA: A Five-Step Listen-Back Method →