Enhanced Principal Component Using Polar Coordinate PCA for Stereo Audio Coding

Shi Dong, R. Hu, Weiping Tu, Xiang Zheng, Junjun Jiang, Song Wang
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引用次数: 13

Abstract

High efficiency audio compression is the basic technology in audio involved multimedia application. Down mixing and parametric coding are efficient coding scheme with widely applications in some up to date audio codecs such as PS in EAAC+ and MPEG-Surround, and PCA stereo coding followed this idea to map two channels to one channel with maximum energy and parameterize the secondary channel. This paper investigates the conventional PCA method performance under general stereo model with multiple sound sources and different directions, and then proposes a Polar Coordinate based PCA (PC-PCA) stereo coding method. It has been proved that when multiple sound sources exist with different directions, proposed method is better than the conventional PCA method in certain conditions. A stereo codec based on PC-PCA has also been proposed to validate the performance improvement of proposed method.
基于极坐标PCA的增强主成分立体音频编码
高效音频压缩是音频多媒体应用的基础技术。下混音和参数化编码是一种高效的编码方案,在EAAC+中的PS和MPEG-Surround等最新音频编解码器中得到了广泛的应用,PCA立体声编码遵循了这一思想,将两个声道映射到一个声道,并将二次声道参数化。研究了传统主成分分析方法在多声源、不同方向立体模型下的性能,提出了一种基于极坐标的主成分分析(PC-PCA)立体编码方法。实验证明,当不同方向存在多个声源时,该方法在一定条件下优于传统的主成分分析法。最后提出了一种基于PC-PCA的立体声编解码器,验证了该方法的性能改进。
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