| BP神经网络在说话者识别中的应用 |
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| 引用本文： | 胡进,胡桂明,毛世榕.BP神经网络在说话者识别中的应用[J].装备制造技术,2011(9):40-43. |
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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,广西南宁,530004 |
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| 摘 要： | 研究了BP神经网络在说话者识别中的应用,提取了Mel频率倒谱系数及其一阶差分参数,运用BP神经网络对特征参数进行了训练和识别,MATLAB的实验结果表明,BP神经网络在说话者识别中,具有良好的发展前景。
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| 关 键 词： | BP神经网络 说话者识别 特征提取 |
The Application of Back Propagation Neural Network in Speaker Recognition |
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| Authors: | HU Jin HU Gui-ming MAO Shi-rong |
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| Affiliation: | HU Jin,HU Gui-ming,MAO Shi-rong(College of Electrical Engineering,Guangxi University,Nanning 530004,China) |
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| Abstract: | The application of the back propagation neural network is researched in this paper.Mel-frequency cestrum coefficients and the differential of the first order are extracted,the back propagation neural network is used to train and test characteristic parameters.The results of MATLAB experiments show that the back propagation neural network has great prospects in the speaker recognition. |
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| Keywords: | back propagation neural network speaker recognition feature extraction |
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