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

机译:音频音频源分离背景下的相变的感知

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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:本研究调查了传统基于幅度的源分离中相变的感知后果。进行了一个聆听测试,参与者比较了三种不同的源分离场景,每个场景都有两个相位检索情况:从原始混合或来自目标源的阶段。参与者对其与参考的相似性的反应表明,在大多数歌曲依赖异常的大多数情况下,混合阶段和完美目标阶段的差异是可感知的,并且2)使用混合阶段的使用降低了感知即使在完美的幅度分离的情况下也是质量。除了实现更好的基于幅度的分离之外,还通过尝试正确的相位重建,暗示有感知性改善的空间。

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