摘要
0 ＩｎｔｒｏｄｕｃｔｉｏｎＨｅａｄｒｅｌａｔｅｄｔｒａｎｓｆｅｒｆｕｎｃｔｉｏｎｓ(ＨＲＴＦｓ)ｒｅｆｅｒｔｏｔｈｅｓｐｅｃｔｒａｌｆｉｌｔｅｒｉｎｇｆｒｏｍｓｏｕｎｄｓｏｕｒｃｅｓｔｏｌｉｓｔｅｎｅｒｓ’ｅａｒｄｒｕｍｓ.ＳｉｎｃｅＨＲＴＦｓ(ｎｏｎ?..
In order to approach to head related transfer functions (HRTFs), this paper employs and compares three kinds of one input neural network models, namely, multi layer perceptron (MLP) networks, radial basis function (RBF) networks and wavelet neural networks (WNN) so as to select the best network model for further HRTFs approximation. Experimental results demonstrate that wavelet neural networks are more efficient and useful.
