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On the use of NMF for onset detection in poliphonic piano music

机译:关于使用NMF进行政治钢琴演奏中的起音检测

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Recently the use of non-negative matrix factorization (NMF) for music onset detection has been proposed. In this paper we present the results of an experimental evaluation of NMF for onset detection of piano music. The test results, concerning a publicly available dataset of piano music, show a good performance of NMF, almost invariant from the factorization rank. However, better results have been obtained using simplified onset detection techniques, with lower computational complexity of implementation.
机译:最近,已经提出将非负矩阵分解(NMF)用于音乐发作检测。在本文中,我们介绍了NMF用于钢琴音乐起步检测的实验评估结果。测试结果涉及一个公开可用的钢琴音乐数据集,显示NMF的良好性能,与因式分解等级几乎保持不变。但是,使用简化的开始检测技术已经获得了更好的结果,并且实现的计算复杂度更低。

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