Translate pdf which has mix of English and other languages

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I am trying to use google translate api. I could translate a pdf which is purely Chinese or Korean into English language, but am not able to translate a pdf which starts in English and continues in Korean. It detects the source language as English and does not translate the Korean part. Have given a sample of the document below. enter image description here

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