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A Multimedia Application: Spatial Perceptual Entropy of Multichannel Audio Signals

机译:多媒体应用:多通道音频信号的空间感知熵

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Usually multimedia data have to be compressed before transmitting, and higher compression rate, or equivalently lower bitrate, relieves the load of communication channels but impacts negatively the quality. We investigate the bitrate lower bound for perceptually lossless compression of a major type of multimedia—multichannel audio signals. This bound equals to the perceptible information rate of the signals. Traditionally, Perceptual Entropy (PE), based primarily on monaural hearing measures the perceptual information rate of individual channels. But PE cannot measure the spatial information captured by binaural hearing, thus is not suitable for estimating Spatial Audio Coding (SAC) bitrate bound. To measure this spatial information, we build a Binaural Cue Physiological Perception Model (BCPPM) on the ground of binaural hearing, which represents spatial information in the physical and physiological layers. This model enables computing Spatial Perceptual Entropy (SPE), the lower bitrate bound for SAC. For real-world stereo audio signals of various types, our experiments indicate that SPE reliably estimates their spatial information rate. Therefore, “SPE plus PE” gives lower bitrate bounds for communicating multichannel audio signals with transparent quality.
机译:通常,多媒体数据必须在传输之前进行压缩,较高的压缩率或等效较低的比特率可减轻通信通道的负担,但会对质量产生负面影响。我们研究了主要类型的多媒体-多通道音频信号在感知上无损压缩的比特率下限。该界限等于信号的可感知信息速率。传统上,主要基于单声道听力的感知熵(PE)会测量各个通道的感知信息率。但是,PE无法测量通过双耳听力捕获的空间信息,因此不适合估算空间音频编码(SAC)的比特率范围。为了测量此空间信息,我们在双耳听力的基础上建立了一个双耳提示生理感知模型(BCPPM),该模型表示物理和生理层中的空间信息。该模型可以计算空间感知熵(SPE),即SAC的较低比特率。对于各种类型的现实世界立体声音频信号,我们的实验表明SPE能够可靠地估计其空间信息速率。因此,“ SPE加PE”为传输透明质量的多通道音频信号提供了较低的比特率范围。

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