TWO OBJECTIVE MEASURES FOR SPEECH DISTORTION AND NOISE REDUCTION EVALUATION OF ENHANCED SPEECH SIGNALS

被引：0
|
作者：
Ding, Huijun [1 ]
Lee, Tan [1 ]
Soon, Ing Yann [2 ]
机构：
[1] Chinese Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
来源：
2012 8TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING | 2012年
关键词：
Objective measures; speech enhancement; speech quality assessment; subjective listening tests;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Among all the existing objective measures, few are able to give a clearly specific indication on speech distortion or noise reduction although speech distortion and noise reduction are two key metrics to evaluate the enhanced speech quality. In this paper, two objective measurement tools are proposed to separately evaluate the capability of a speech enhancement filter in terms of recovering the clean speech and reducing the noise. Several common speech enhancement algorithms are evaluated by these objective measures as well as subjective listening test. Correlations between the results of objective measure and subjective measure clearly show the effectiveness of the proposed objective measures in evaluating the quality of enhanced speech signals.
引用
收藏
页码：117 / 121
页数：5
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