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AUDIO ENHANCEMENTUSING NONLINEAR TIME-FREQUENCY FILTERING

机译:音频增强的非线性时频滤波

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Forensic audio recordings may contain undesired noise that can impair source identification, speech recognition, andother audio processing requirements. In this paper several custom analysis/synthesis algorithms are presented based ona time-varying spectral representation of the noisy signal. The enhancement process adapts to the instantaneous signalbehavior and alters the noisy signal so that the enhanced output signal is higher in quality than the unprocessed noisyinput signal. Nonlinear and time-varying filters operate on the spectral representation in order to retain features that areattributable to the desired signal, such as human speech, while removing the features that are more likely to be due tothe noise contamination.
机译:法医录音可能包含不想要的噪音,可能会损害音源识别,语音识别和 其他音频处理要求。本文提出了几种基于的自定义分析/综合算法 噪声信号的时变频谱表示。增强过程适应瞬时信号 行为并改变噪声信号,以使增强的输出信号在质量上高于未处理的噪声 输入信号。非线性和时变滤波器对频谱表示进行操作,以保留以下特征: 归因于所需的信号(例如人类语音),同时删除了更可能由于以下原因引起的功能: 噪音污染。

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