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基于MPEG-AAC编码器的压缩域音频增强方法
引用本文:邓峰,鲍枫,鲍长春.基于MPEG-AAC编码器的压缩域音频增强方法[J].电子学报,2014,42(7):1410-1418.
作者姓名:邓峰  鲍枫  鲍长春
作者单位:北京工业大学电子信息与控制工程学院, 北京 100124
基金项目:北京市教育委员会科技发展计划重点项目(No .KZ201110005005);国家自然科学基金
摘    要:本文基于MPEG-AAC音频编解码器,提出了一种压缩域的音频增强方法.首先,对含噪音频信号的比特流进行解码,得到含噪音频信号的MDCT系数;然后,利用修正的加权递归平均(Modified Weighted Recursive Averaging,MWRA)方法估计噪声功率;再者,利用基于听觉掩蔽原理的自适应β-阶双曲余弦(COSH)统计模型,对含噪音频的MDCT系数进行增强处理;最后,将增强后的MDCT系数重新量化编码,得到用于解码的增强比特流实验结果表明,本文提出的方法能有效去除AAC解码音频信号中的多种背景噪声,其性能明显优于参考方法.

关 键 词:音频增强  AAC比特流  压缩域  MWRA噪声估计  COSH估计器  
收稿时间:2013-05-20

Audio Enhancement in Compressed Domain Based on MPEG-AAC Codec
DENG Feng,BAO Feng,BAO Chang-chun.Audio Enhancement in Compressed Domain Based on MPEG-AAC Codec[J].Acta Electronica Sinica,2014,42(7):1410-1418.
Authors:DENG Feng  BAO Feng  BAO Chang-chun
Affiliation:School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
Abstract:An audio enhancement method based on MPEG-AAC codec in compressed domain is proposed.First,the bit-stream derived from noisy audio signal is decoded to obtain MDCT coefficients of noisy audio signals.Then,the noise power is estimated by modified weighted recursive averaging (MWRA).Next,the adaptive β-order COSH statistic modal method is employed to enhance MDCT coefficients.Finally,the enhanced MDCT coefficients are re-quantized to obtain an enhanced bit-stream which is used to get the enhanced audio signals by AAC decoder.The test results indicate that the proposed algorithm can effectively remove the noises derived from AAC bit-stream of audio signals and obviously outperforms the reference noise reduction methods.
Keywords:audio enhancement  AAC bit-stream  compressed domain  MWRA noise estimation  COSH estimator
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