What factors influence the intensity of Raman peaks?

When I measure the Raman spectrum of my WSe2 monolayer and bilayer sample, I always found that there was a large difference in the intensity of the same peak in monolayer and bilayer samples. In other words, there seems to be a layer dependence of the peak intensity. 

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