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The Ratio basically means X:1, where for every X db over the threshold, the signal will be reduced with 1.
So if the signal is 10 db over the threshold, and the Ratio is 2:1, it will be reduced by 5 decibel. Correct me if I am wrong.
This video is very suitable for beginners I think.