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A Novel Audio Coding Scheme Using Warped Linear Prediction Model and the Discrete Wavelet Transform

机译:变形线性预测模型和离散小波变换的新型音频编码方案

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In this paper, we present a novel audio coder using the discrete wavelet transform (DWT) and warped linear prediction (WLP). In contrast to conventional LP, WLP allows for the control of frequency resolution to closely match the response of the human auditory system. The structure of the system is similar to the transform coded excitation techniques used in wideband speech coding, where LP has been replaced with WLP, and the residual is analyzed by a wavelet filterbank designed to approximate the critical bands. The inherent shaping of the WLP synthesis filter, and a controlled bit allocation to the wavelet coefficients helps minimise the perceptually significant noise due to the quantization error in the residual. For monophonic signals sampled at 44.1 kHz, the coder achieves near transparent to transparent quality for a variety of speech and music signals at an average bitrate of about 64 kb/s. Tests also show that the coder (in its initial implementation) delivers superior quality to the MPEG layer III and comparable quality to the MPEG2-AAC codec when operating at the same bitrate.
机译:在本文中,我们提出了一种使用离散小波变换(DWT)和扭曲线性预测(WLP)的新型音频编码器。与传统的LP相比,WLP允许控制频率分辨率以紧密匹配人类听觉系统的响应。该系统的结构类似于宽带语音编码中使用的变换编码激励技术,其中LP已被WLP取代,并且残差由旨在近似临界频带的小波滤波器组分析。 WLP合成滤波器的固有形状以及对小波系数的受控位分配有助于最大程度地减少由于残差中的量化误差引起的感知上显着的噪声。对于以44.1 kHz采样的单声道信号,编码器以大约64 kb / s的平均比特率实现了各种语音和音乐信号的近乎透明的透明质量。测试还表明,编码器(在其最初的实现中)以相同的比特率工作时,可为MPEG III层提供卓越的质量,并与MPEG2-AAC编解码器相媲美。

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