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Method and apparatus for estimating subjective audio signal quality from objective distortion measures

机译:从客观失真测度估计主观音频信号质量的方法和装置

摘要

A mapping function is generated between subjective measures of audio signal quality, e.g., mean opinion score (MOS) or degradation MOS (DMOS) measures, and corresponding objective distortion measures, e.g., auditory speech quality measures (ASQMs) or perceptual speech quality measures (PSQMs), for known audio signals. The subjective measures and corresponding objective distortion measures are determined in accordance with modulated noise reference unit (MNRU) conditions or other suitable distortion conditions placed on the source speech, and a regression analysis is applied to the results to generate the mapping function. The mapping function may then be utilized, e.g., to evaluate speech quality of additional source speech from a particular speech coding system. In this case, the objective distortion measure is generated using the additional source speech, and the resulting objective measure is applied as an input to the mapping function to generate an estimate of the value of the subjective measure. Advantageously, the mapping function is database-independent, and can thus be used, e.g., to generate accurate estimates of subjective measures of speech quality for speech databases unrelated to those used in generating the mapping function.
机译:在音频信号质量的主观度量(例如,平均意见得分(MOS)或降级MOS(DMOS)度量)和相应的客观失真度量(例如,听觉语音质量度量(ASQM)或感知语音质量度量)之间生成映射函数PSQM),用于已知的音频信号。根据调制噪声参考单元(MNRU)条件或放置在源语音上的其他合适的失真条件来确定主观度量和相应的客观失真度量,并将回归分析应用于结果以生成映射函数。然后可以使用该映射功能,例如,以评估来自特定语音编码系统的附加源语音的语音质量。在这种情况下,使用附加的源语音生成客观失真测度,并将得到的客观测度用作映射函数的输入,以生成主观测度值的估计值。有利地,映射函数是独立于数据库的,并且因此例如可以用于为与生成映射函数所使用的语音数据库无关的语音数据库生成语音质量的主观测量的准确估计。

著录项

  • 公开/公告号US6609092B1

    专利类型

  • 公开/公告日2003-08-19

    原文格式PDF

  • 申请/专利权人 LUCENT TECHNOLOGIES INC.;

    申请/专利号US19990464901

  • 发明设计人 ODED GHITZA;DOH-SUK KIM;PETER KROON;

    申请日1999-12-16

  • 分类号G10L210/20;

  • 国家 US

  • 入库时间 2022-08-22 00:06:47

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