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一种基于谱减法的降噪算法的设计与测试。

The design and testing of a noise reduction algorithm based on spectral subtraction.

作者信息

Elberling C, Ludvigsen C, Keidser G

机构信息

Oticon Research Unit, Eriksholm, Snekkersten, Denmark.

出版信息

Scand Audiol Suppl. 1993;38:39-49.

PMID:8153563
Abstract

Three noise reduction algorithms based on amplitude subtraction were designed and used to process speech mixed with babble noise in two signal-to-noise ratios. The estimation of the noise-magnitude spectrum was performed with a novel synchro method, which exploits specific characteristics of the speech signal. The unprocessed and processed signals were evaluated psychoacoustically by means of a four-alternative-forced choice test with monosyllabic words (minimal pairs) in carrier phrases. The testing was carried out on groups of normally hearing and hearing-impaired subjects and the long-term power spectra of the processed signals were shaped to be essentially identical with those from the corresponding unprocessed signals. For the hearing-impaired subjects all signals were spectrally shaped according to the POGO-fitting rule. None of the algorithms improved speech intelligibility for any group of listeners and no change in the overall pattern of confusion was observed.

摘要

设计了三种基于幅度减法的降噪算法,并用于处理两种信噪比下与嘈杂噪声混合的语音。采用一种新颖的同步方法进行噪声幅度谱估计,该方法利用了语音信号的特定特征。通过在载波短语中使用单音节词(最小对)进行四选一强制选择测试,对未处理和处理后的信号进行心理声学评估。测试在正常听力和听力受损的受试者组上进行,处理后信号的长期功率谱被调整为与相应未处理信号的功率谱基本相同。对于听力受损的受试者,所有信号均根据POGO拟合规则进行频谱整形。没有一种算法能提高任何一组听众的语音清晰度,也未观察到混淆总体模式的变化。

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