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调制域中的信噪比概念与语音清晰度。

The concept of signal-to-noise ratio in the modulation domain and speech intelligibility.

作者信息

Dubbelboer Finn, Houtgast Tammo

机构信息

Department of Otolaryngology, VU University Medical Center, Amsterdam, The Netherlands.

出版信息

J Acoust Soc Am. 2008 Dec;124(6):3937-46. doi: 10.1121/1.3001713.

Abstract

A new concept is proposed that relates to intelligibility of speech in noise. The concept combines traditional estimations of signal-to-noise ratios (S/N) with elements from the modulation transfer function model, which results in the definition of the signal-to-noise ratio in the modulation domain: the (SN)(mod). It is argued that this (SN)(mod), quantifying the strength of speech modulations relative to a floor of spurious modulations arising from the speech-noise interaction, is the key factor in relation to speech intelligibility. It is shown that, by using a specific test signal, the strength of these spurious modulations can be measured, allowing an estimation of the (SN)(mod) for various conditions of additive noise, noise suppression, and amplitude compression. By relating these results to intelligibility data for these same conditions, the relevance of the (SN)(mod) as the key factor underlying speech intelligibility is clearly illustrated. For instance, it is shown that the commonly observed limited effect of noise suppression on speech intelligibility is correctly "predicted" by the (SN)(mod), whereas traditional measures such as the speech transmission index, considering only the changes in the speech modulations, fall short in this respect. It is argued that (SN)(mod) may provide a relevant tool in the design of successful noise-suppression systems.

摘要

提出了一个与噪声环境下语音可懂度相关的新概念。该概念将传统的信噪比(S/N)估计与调制传递函数模型中的元素相结合,从而在调制域中定义了信噪比:(SN)(mod)。有人认为,这个(SN)(mod)量化了语音调制相对于语音 - 噪声相互作用产生的虚假调制本底的强度,是与语音可懂度相关的关键因素。研究表明,通过使用特定的测试信号,可以测量这些虚假调制的强度,从而估计在各种加性噪声、噪声抑制和幅度压缩条件下的(SN)(mod)。通过将这些结果与相同条件下的可懂度数据相关联,清楚地说明了(SN)(mod)作为语音可懂度基础关键因素的相关性。例如,研究表明,(SN)(mod)能够正确地“预测”噪声抑制对语音可懂度通常观察到的有限影响,而传统测量方法如语音传输指数仅考虑语音调制的变化,在这方面则有所不足。有人认为,(SN)(mod)可能为成功设计噪声抑制系统提供一个相关工具。

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