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C-Qual - a validation of PESQ using degradations encountered in forensic and law enforcement audio

机译:C-Qual-使用法证和执法音频中的降级来验证PESQ

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Assessment of speech quality of law-enforcement audio recordings is important as degradations introduced by non-ideal recording conditions can reduce the intelligence value of such recordings. Furthermore a model that predicts speech quality could be beneficial for assessing the performance of audio collection and enhancement systems. The Perceptual Evaluation of Speech Quality (PESQ) algorithm (ITU-T P.862) has been validated for degradations common in telecommunications. In this paper we apply PESQ to degradations typically encountered in law-enforcement. Also we present a subjectively labeled database (C-Qual) containing distortions encountered in law enforcement scenarios. Comparing the prediction by PESQ and the observed opinions provided by the listeners shows that PESQ is less suitable for estimating the speech quality in this context.
机译:评估执法录音的语音质量非常重要,因为非理想录音条件导致的音质下降会降低此类录音的智能价值。此外,预测语音质量的模型可能有助于评估音频收集和增强系统的性能。语音质量感知评估(PESQ)算法(ITU-T P.862)已针对电信中常见的降级进行了验证。在本文中,我们将PESQ应用于执法中通常遇到的性能下降。此外,我们还提供了一个主观标记的数据库(C-Qual),其中包含在执法场景中遇到的变形。通过比较PESQ的预测和听众提供的观察到的意见,可以看出PESQ在这种情况下不太适合估计语音质量。

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