The code doesn't need to be exactly correct. A pronunciation in English can be used to represent a similar pronunciation in Chinese, e.g. /ʈ͡ʂ/ can use "CH" to represent.
Can Mandarin pronunciation be coded by ARPABET phone set?
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How close do you want to get?
ARPABET was designed for General American English.
You can compare the charts for consonants in the above article to a similar chart for Mandarin. It looks to me like there are some significant differences.
But I suspect a bigger issue is going to be that tonality is fundamental to vowel production in Mandarin.