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A survey of efficient MDCT implementations in MP3 audio coding standard: Retrospective and state-of-the-art

机译:对MP3音频编码标准中有效的MDCT实现的调查:回顾与最新技术

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This tutorial paper describes various efficient implementations (published and new unpublished) of the forward and backward modified discrete cosine transform (MDCT) in the MPEG layer III (MP3) audio coding standard developed in the time period 1990-2010, including the efficient implementation of polyphase filter banks for completeness. The efficient MDCT implementations are discussed in the context of (fast) complete analysis/synthesis MDCT filter banks in the MP3 encoder and decoder. In general, for each efficient forward/backward MDCT block transforms implementation are presented: complete formulas or sparse matrix factorizations of the algorithm, the corresponding signal flow graph for the short audio block and the total arithmetic complexity as well as the useful comments related to improving the arithmetic complexity and a possible structural simplification of the algorithm. Finally, all efficient forward/backward MDCT implementations are compared both in terms of the arithmetic complexity and structural simplicity. It is important to note that almost all presented algorithms can be also used for the 2~n-length data blocks in others MPEG audio coding standards and proprietary audio compression algorithms.
机译:本教程文件介绍了1990-2010年间开发的MPEG III(MP3)音频编码标准中的正向和反向修改离散余弦变换(MDCT)的各种有效实现方式(已发布和未发布),其中包括多相滤波器组以确保完整性。在MP3编码器和解码器中的(快速)完整分析/合成MDCT滤波器组的背景下,讨论了有效的MDCT实现。通常,针对每种有效的前向/后向MDCT块变换,给出了该算法的实现:完整的公式或算法的稀疏矩阵分解,短音频块的相应信号流图和总算术复杂度,以及与改进有关的有用注释算术复杂度和算法的可能结构简化。最后,在算术复杂度和结构简单性方面都比较了所有有效的前向/后向MDCT实现。重要的是要注意,在其他MPEG音频编码标准和专有音频压缩算法中,几乎所有现有算法也可用于2〜n长度的数据块。

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