No, it has 'er' instead of 'ar' sound. In fact, 'err' is a better word than 'earl'
https://translate.google.com/#zh-CN/en/%E4%BA%8C
There might be some regional accents which pronounce it more like "err", but "arr" is the standard pronunciation.
Just for the sake of discussion, here is character that starts with 'A'. See if you feel the difference.