1. A defect detection method for detecting a crystalline silicon product, comprising the steps of: (a) enabling the crystalline silicon product to generate micro-vibration, so as to generate an excitation signal; (b) acquiring the excitation signal generated from the crystalline silicon product; and (c) performing a time-frequency analysis with respect to the acquired excitation signal, so as to generate an analysis result.