SOM神经网络应用于声目标识别系统的可行性分析

SOM neural networks applied in voice target recognition system

利用小波分析技术提取的特征,设计了SOM神经网络识别器,并用常规的BP神经网络识别器来比对分析,考察SOM神经网络识别器应用在声目标识别上的可行性。试验结果证实,SOM神经网络应用在声目标识别系统是可行的。

With the features extracted from wavelet analysis, SOM neural network identifier is designed and compared with the conventional BP neural network to test the feasibility of the SOM application in sonic target recognition. The results verify that the SOM neural networks can be used in sonic recognition system.