一种基于主成分分析的嵌入式立体语音音频编码方法

Mao-shen Jia, C. Bao, Xin Liu, Xiao-ming Li, Ru-wei Li
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引用次数: 1

摘要

本文采用基于主成分分析(PCA)和调制叠置变换(MLT)的MLT系数压缩采样方法提取立体信息。在此基础上,提出了一种嵌入式可变比特率立体语音音频编码算法。该编解码器将32khz和16khz采样的立体声信号按可扩展的比特率进行编码,嵌入了比特流的结构,并将比特流划分为若干层。核心编解码器是ITU-T G.729.1,可以处理7 kHz带宽的单频信号。此外,还增加了四种额外的比特率,包括40、48、56和64kb/s。宽带立体声信号和超宽带立体声信号的最大比特率分别为48kb/s和64kb/s。客观和主观测试结果表明,所提出的编解码器的质量不低于ITU-T要求的参考编解码器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An embedded stereo speech and audio coding method based on principal component analysis
In this paper a compressive sampling method of MLT coefficients which is used for extracting stereo information is adopted based on principal component analysis (PCA) and Modulated Lapped Transform (MLT). With this method, an embedded variable bit-rates stereo speech and audio coding algorithm is proposed in this paper. In this codec, the stereo signal sampled at 32 kHz and 16 kHz can be coded in terms of scalable bit rates, the structure of bit-stream is embedded and the bit-stream can be divided into several layers. The core codec is ITU-T G.729.1 which can process mono signal with 7 kHz bandwidth. Besides there are four extra bit-rates added include 40, 48, 56, and 64kb/s. The maximum bit-rates of wideband stereo signal and super-wideband stereo signal are 48kb/s and 64kb/s, respectively. The objective and subjective test results show that the quality of the proposed codec is no worse than the reference codec which is requested by ITU-T.
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