The French pronounciation is the "Correct" pronounciation? Wait 'till you hear how Greeks pronounce "Giga" and "Mega"- Greek words meaning "giant" and "large" :)

... or how we pronounce "gamma", for that matter.

(See: https://en.wikipedia.org/wiki/Voiced_velar_fricative)