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A low delay, variable resolution, perfect reconstruction spectral analysis-synthesis system for speech enhancement

机译:用于语音增强的低延迟,可变分辨率,完美的重构频谱分析-合成系统

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The choice of the window function and window length in short time analysis-synthesis (AS) systems based on the discrete Fourier transform (DFT) has to balance conflicting requirements: Long windows provide high spectral resolution while short windows allow for high temporal resolution. Furthermore, for many applications a low algorithmic delay is desirable. Therefore, long standard windows such as the Hann or Hamming windows cannot be used. In this contribution we propose a novel AS system which achieves perfect reconstruction (PR) and a low delay by using a variable length analysis window and a relatively short synthesis window. The variable length analysis windows allow a spectral analysis that is adapted to the signals span of stationarity. The AS windows are designed such that they can be switched at any time instant without violating PR. We show that the spectral representation of typical speech data is improved as compared to AS systems with standard windows.
机译:在基于离散傅里叶变换(DFT)的短时间分析合成(AS)系统中,窗口功能和窗口长度的选择必须平衡相互矛盾的要求:长窗口提供高光谱分辨率,而短窗口则允许高时间分辨率。此外,对于许多应用而言,期望低算法延迟。因此,不能使用Hann或Hamming窗口之类的长标准窗口。在这项贡献中,我们提出了一种新颖的AS系统,该系统通过使用可变长度分析窗口和相对较短的合成窗口来实现完美的重建(PR)和低延迟。可变长度分析窗口允许进行频谱分析,以适应平稳性的信号跨度。 AS窗口的设计使其可以在任何时候即时切换而不会违反PR。我们显示,与具有标准窗口的AS系统相比,典型语音数据的频谱表示得到了改善。

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