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TECHNIQUES FOR IMPROVING THE ACCURACY OF SINUSOIDAL TRACKING

机译:改善正弦跟踪准确性的技术

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摘要

This paper proposes three novel techniques for improving the accuracy of the heuristic sinusoidal tracking algorithm proposed in [1]. When applied to audio coding these techniques extend the traditionally speech coding approach into true wideband audio coding. These techniques provide proper multiresolution sinusoidal tracking, matching across a number of variables instead of frequency alone, and global optimization of these variables across sinusoidal tracks. When these techniques are used together a heuristic tracking algorithm is created which has many of the benefits of tracking algorithms formulated as a Hidden Markov Model (HMM) problem, but at a far reduced computational and implementation complexity.
机译:本文提出了三种新颖的技术来提高[1]中提出的启发式正弦跟踪算法的准确性。当应用于音频编码时,这些技术将传统的语音编码方法扩展为真正的宽带音频编码。这些技术提供了适当的多分辨率正弦曲线跟踪,跨多个变量而不是单独的频率进行匹配以及跨正弦曲线轨迹对这些变量进行全局优化。当这些技术一起使用时,将创建启发式跟踪算法,该算法具有跟踪算法的许多优点,这些算法被公式化为隐马尔可夫模型(HMM)问题,但计算和实现的复杂性大大降低。

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