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Effect of background noise on the SNR estimation of biometric parameters in forensic speaker recognition

机译:背景噪声对法医说话人识别中生物特征参数SNR估计的影响

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In the field of automatic or semi-automatic speaker recognition, background noise is one of the main causes of alteration of the acoustic indexes used in the biometric identification/verification phase. The paper analyses the varying effect of background noise on the first three formants, i.e. the biometric indexes typically used in forensic speaker identification. The analysis is performed by calculating the signal to noise ratio (SNR) in the sub-bands relating to the first three formants with varying vowels and types of noise. The results obtained indicate that background noise has a different impact according to the vowel and single formant involved.
机译:在自动或半自动扬声器识别领域,背景噪声是生物识别/验证阶段中使用的声学索引的改变的主要原因之一。本文分析了前三种塑造的背景噪声的变化效果,即通常用于法医扬声器识别的生物识别指标。通过在与具有不同元音和类型的噪声相关的子带中的噪声比(SNR)中的信噪比(SNR)来执行分析。得到的结果表明,根据所涉及的元音和单一的铅剂,背景噪声具有不同的影响。

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