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Perception of phase changes in the context of musical audio source separation

机译:在音乐音频源分离的背景下感知相位变化

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This study investigates into the perceptual consequence of phase change in conventional magnitude-based source separation. A listening test was conducted, where the participants compared three different source separation scenarios, each with two phase retrieval cases: phase from the original mix or from the target source. The participants' responses regarding their similarity to the reference showed that 1) the difference between the mix phase and the perfect target phase was perceivable in the majority of cases with some song-dependent exceptions, and 2) use of the mix phase degraded the perceived quality even in the case of perfect magnitude separation. The findings imply that there is room for perceptual improvement by attempting correct phase reconstruction, in addition to achieving better magnitude-based separation.
机译:这项研究调查了传统的基于幅度的源分离中相变的感知结果。进行了听力测试,参与者比较了三种不同的源分离方案,每种方案都有两个阶段检索情况:原始混合阶段或目标源阶段。参与者对他们与参考文献的相似性的回答表明:1)在大多数情况下,混音阶段和完美目标阶段之间的差异是可以察觉的,但有一些歌曲相关的例外情况; 2)混音阶段的使用会降低感知的即使在完美的幅度分离的情况下也能保持高质量。这些发现暗示着,除了实现更好的基于幅度的分离之外,通过尝试正确的相位重构,还有感知上的改进空间。

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