| 基于RBF神经网络的声纹识别的研究 |
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| 引用本文： | 胡进,胡桂明,毛世榕.基于RBF神经网络的声纹识别的研究[J].网络安全技术与应用,2010(12):28-30. |
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| 作者姓名： | 胡进 胡桂明 毛世榕 |
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| 作者单位： | 广西大学电气工程学院,广西530004 |
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| 摘 要： | 本文建立了一种基于RBF神经网络的声纹识别系统。提取了Mel频率倒谱系数及其一阶差分参数,利用时间规整网络对所得参数进行了有效的简化,运用RBF神经网络对声纹特征参数进行了训练和识别。Matlab的实验结果表明,RBF神经网络在声纹识别中具有良好的发展前景。
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| 关 键 词： | 径向基函数神经网络 声纹识别 时间规整 |
Voiceprint Recognition Research Based on RBF Neural Network |
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| Hu Jin,Hu Guiming,Mao Shirong.Voiceprint Recognition Research Based on RBF Neural Network[J].Net Security Technologies and Application,2010(12):28-30. |
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| Authors: | Hu Jin Hu Guiming Mao Shirong |
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| Affiliation: | College of Electrical Engineering,Guangxi University,Guangxi,530004,China |
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| Abstract: | A voiceprint recognition system based on the radial basis function neural network is established.Mel-frequency cepstrum coefficients and the differential of the first order are extracted,the time warping network is used to reduce voiceprint coefficients,and the radial basis function neural network is used to train and test voiceprint coefficients.The results of Matlab experiments show that the radial basis function neural network has great prospects in the voiceprint recognition. |
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| Keywords: | radial basis function neural network voiceprint recognition time warping |
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