具有改进频率响应的常q谱变换

Danilo B. Graziosi, C. N. D. Santos, S. L. Netto, L. Biscainho
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引用次数: 8

摘要

本文介绍了一种用于音频处理的新变换。所提出的变换在频域表现出两个有趣的特征,即:恒定q特性和每个输出通道的陡响应。常数q意味着变换后的信号的频谱描述是沿着一个类似对数的尺度进行的,而不是标准变换的线性尺度,比如离散傅立叶变换(DFT)。由此产生的可变分辨率使得新变换特别适合于音乐音频信号的分析。与DFT相比,改进的频率响应是通过基于频率响应掩蔽(FRM)方法的一组非常有选择性的滤波器实现的。这种选择性导致整体变换的相邻通道之间的更高隔离。通过计算机实验说明了新变换在音乐信号分析中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A constant-Q spectral transformation with improved frequency response
This paper introduces a new transform intended for audio processing. The proposed transform exhibits two interesting features in the frequency domain, namely: a constant-Q characteristic and a steep response for each output channel. Constant-Q implies that the spectral description of the transformed signal is performed along a log-like scale, as opposed to the linear scale of standard transforms, such as the discrete Fourier transform (DFT). The consequent variable resolution makes the new transform especially suited for the analysis of musical audio signals. The improved frequency response, as compared also to the DFT, is achieved by its implementation as a bank of very selective filters based on the frequency-response masking (FRM) approach. Such selectivity results in higher isolation between adjacent channels of the overall transform. Application of the new transform to the analysis of musical signals is illustrated through a computer experiment.
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