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Power Spectral Density Error Analysis of Spectral Subtraction Type of Speech Enhancement Methods

机译:谱减法语音增强方法的功率谱密度误差分析

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摘要

A theoretical framework for analysis of speech enhancement algorithms is introduced for performance assessment of spectral subtraction type of methods. The quality of the enhanced speech is related to physical quantities of the speech and noise (such as stationarity time and spectral flatness), as well as to design variables of the noise suppressor. The derived theoretical results are compared with the outcome of subjective listening tests as well as successful design strategies, performed by independent research groups.
机译:介绍了一种用于语音增强算法分析的理论框架,用于频谱消减类型方法的性能评估。增强语音的质量与语音和噪声的物理量(例如平稳时间和频谱平坦度)以及噪声抑制器的设计变量有关。将得出的理论结果与由独立研究小组进行的主观听力测试结果以及成功的设计策略进行比较。

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