A compressed domain beat detector using MP3 audio bitstreams

Ye-Kui Wang, M. Vilermo
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引用次数: 45

Abstract

This paper presents a novel beat detector that processes MPEG-1 Layer III (known as MP3) encoded audio bitstreams directly in the compressed domain. Most previous beat detection or tracking systems dealing with MIDI or PCM signals are not directly applicable to compressed audio bitstreams, such as MP3 bitstreams. We have developed the beat detector as a part of a beat-pattern based error concealment scheme for streaming music over error prone channels. Special effort was used to obtain a tailored trade-off between performance, complexity and memory consumption for this specific application. A comparison between the machine-detected results to the human annotation has shown that the proposed method correctly tracked beats in 4 out of 6 popular music test signals. The results were analyzed.
使用MP3音频比特流的压缩域节拍检测器
本文提出了一种新的节拍检测器,它可以直接在压缩域中处理MPEG-1第三层(即MP3)编码的音频比特流。大多数先前处理MIDI或PCM信号的节拍检测或跟踪系统不能直接应用于压缩音频比特流,如MP3比特流。我们已经开发了节拍检测器,作为基于节拍模式的错误隐藏方案的一部分,用于在容易出错的频道上流媒体音乐。为此特定应用程序在性能、复杂性和内存消耗之间进行了适当的权衡。将机器检测结果与人类注释的比较表明,所提出的方法正确地跟踪了6个流行音乐测试信号中的4个节拍。对结果进行分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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