The invention provides a detection and location method for leaked sound signals. The method comprises the steps of 1, acquiring leaked sound signals, ambient noise signals and other interference noise signals in the vicinity of a leakage point; 2, extracting the features of leaked signals; 3, calculating the approximate entropy on a selected autocorrelation function value to obtain the metric of the signal complexity; 4, conducting the system identification for leaked signals: acquiring the approximate entropy of the autocorrelation function of leaked signals, adopting the approximate entropy as the input of the neural network algorithm, and identifying the occurrence of a real leakage accident; 5, identifying a blind system and locating the leakage point. According to the technical scheme of the invention, a sensor is adopted to replace the manual operation. Therefore, leakage points can be automatically detected and accurately located. The primary problem that the locating is difficult can be solved. Based on the blind system identification principle, leakage points can be located. In this way, the method is not limited by the actual conditions of detection objects. The detection and the location in both positive pressure and negative pressure are realized. Moreover, the method is not limited by detection environments, and the detection operation can be conducted at any time.