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音乐分类器及其Matlab实现

Music Category and Its Realization Matlab

中文摘要英文摘要

利用不同类别音乐的统计规律提取特征向量,并利用神经网络进行分类。文中对特征向量的寻找、神经网络进行了讨论和研究,并在Matlab上进行了实验,给出了实验的关键代码。实验表明,特征提取的方法可以较快较准地对一些常见类型的音乐进行分类。文章最后还提出了一种利用DSP构造自适应均衡器的设计作为该算法的应用实例。

his paper use the Statistics Law to find out the Eigenvector of different types of music, and build neural network based on the eigenvectors to classify the music. Then conduct the experiment on the platform of Matlab, and give out some key codes. And the experiments show that, the feature extraction method can perform quite well on the common types of music classification. Finally, the article proposes a structure using DSP adaptive equalizer design as a application of this algorithm.

徐士彪、王佳、陈凯

电子技术应用

音乐分类特征向量神经网络MatlabSP

music classificationeigenvectorneural networkMatlabDSP

徐士彪,王佳,陈凯.音乐分类器及其Matlab实现[EB/OL].(2008-04-02)[2025-08-03].http://www.paper.edu.cn/releasepaper/content/200804-73.点此复制

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