Speech Enhancement using a Wiener denoising technique and musical noise reduction

机译：使用维纳去噪技术和音乐降低的语音增强

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

Speech enhancement methods using spectral subtraction have the drawback of generating an annoying residual noise with musical character. In this paper a frequency domain optimal linear estimator with perceptual post filtering is proposed which incorporates the masking properties of the human auditory system to make the residual noise distortion inaudible. The performance of the proposed enhancement algorithm is evaluated by the Segmental SNR, Log Spectral Distance (LSD) and Perceptual Evaluation of Speech Quality (PESQ) measures under various noisy environments and yields better results compared to the Wiener denoising technique.

机译：使用光谱减法的语音增强方法具有用音乐特征产生令人讨厌的剩余噪声的缺点。在本文中，提出了一种具有感知后滤波的频域最佳线性估计，其包括人类听觉系统的掩蔽特性，以使残余噪声失真在不见声中。所提升算法的性能由分段SNR，日志光谱距离（LSD）和语音质量（PESQ）测量的感知评估评估，与维纳去噪技术相比，产生更好的结果。

著录项

来源
《International Speech Communication Association》|2008年||共4页
会议地点
作者
Md. Jahangir Alam; Sid-Ahmed Selouani; Douglas OShaughnessy; Sofia Ben Jebara;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类 TN912.3-532;
关键词
speech enhancement; perceptual post filter; musical critical band; MMSE; noise masking threshold;

机译：语音增强;感知后滤波器;音乐临界乐队;MMSE;噪音掩蔽阈值;

相似文献

外文文献
中文文献
专利

1. Reduction of musical residual noise using perceptual tools with classic speech denoising techniques - Springer [J] . Anis Ben Aicha, Sofia Ben Jebara Signal, Image and Video Processing . 2012,第1期

机译：使用带有经典语音降噪技术的感知工具减少音乐残留噪声-Springer
2. Reduction of musical residual noise for speech enhancement using masking properties and optimal smoothing [J] . Ching-Ta Lu Pattern recognition letters . 2007,第11期

机译：使用掩蔽特性和最佳平滑度减少音乐残留噪声以增强语音
3. A Comprehensive Noise Robust Speech Parameterization Algorithm Using Wavelet Packet Decomposition-Based Denoising and Speech Feature Representation Techniques [J] . Bojan Kotnik, Zdravko Ka#269, i#269 EURASIP journal on advances in signal processing . 2007,第1期

机译：基于小波包分解的降噪和语音特征表示技术的综合噪声鲁棒语音参数化算法
4. Speech Enhancement using a Wiener denoising technique and musical noise reduction [C] . Md. Jahangir Alam, Sid-Ahmed Selouani, Douglas OShaughnessy, International Speech Communication Association . 2008

机译：使用维纳去噪技术和音乐降低的语音增强
5. Feature-based speech enhancement techniques based on spectral subtraction and Wiener filtering [D] . Chan, Mike Veng-Hang 1999

机译：基于频谱减法和维纳滤波的基于特征的语音增强技术
6. Musical training during early childhood enhances the neural encoding of speech in noise [O] . Dana L. Strait, Alexandra Parbery-Clark, Emily Hittner, -1

机译：幼儿期间的音乐训练增强了噪音中言语的神经编码
7. Musical-noise-free speech enhancement based on iterative Wiener filtering [O] . Ryoichi Miyazaki, Hiroshi Saruwatari, Kiyohiro Shikano, 2012

机译：基于迭代维纳滤波的无音乐语音增强

Speech Enhancement using a Wiener denoising technique and musical noise reduction

摘要

著录项

相似文献

相关主题

期刊订阅