首页> 外文会议>European Signal Processing Conference >A single channel speech enhancement technique using psychoacoustic principles
【24h】

A single channel speech enhancement technique using psychoacoustic principles

机译:使用心理声学原理的单通道语音增强技术

获取原文

摘要

This paper presents an algorithm for robust noise reduction technique and speech enhancement based on psychoacoustic principles for low SNR corrupted speech signals. Assuming the clean speech components as masker for the distortions in the enhanced speech, a good quality of the enhanced speech can be obtained, if the distortions in the enhanced speech are kept below the masking curve of the clean speech. But for a single channel noise reduction technique, the real clean speech is not available. The speech components required to compute the desired masking curve are therefore estimated from the corrupted speech using advanced spectral subtraction techniques. The computed masking curve, the estimated corrupting noise and a time-frequency dependent parameter to control the desired predefined residual noise are then used to derive the weighting function. The proposed approach performs well for low SNRs of the corrupted speech compared to other approaches. This is confirmed with the subjective listening and objective grading tests. Some audio demonstrations are available from: http://www.hsu-hh.de/ant/index_74BUg40IeCJD04Zr.html.
机译:本文提出了一种基于心理声学原理的低信噪比低损语音信号鲁棒降噪技术和语音增强算法。假设干净的语音分量作为增强语音中失真的掩盖器,如果增强语音中的失真保持在干净语音的掩蔽曲线以下,则可以获得高质量的增强语音。但是对于单通道降噪技术而言,没有真正的干净语音。因此,使用先进的频谱减法技术,可以从损坏的语音中估算出计算所需掩蔽曲线所需的语音成分。然后,使用计算出的掩蔽曲线,估计的破坏噪声以及与时间-频率相关的参数来控制所需的预定义残余噪声,以得出加权函数。与其他方法相比,该方法对于损坏语音的低SNR具有良好的性能。主观听力和客观评分测试可以证实这一点。一些音频演示可从以下网站获得:http://www.hsu-hh.de/ant/index_74BUg40IeCJD04Zr.html。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号