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Acoustic structure of the five perceptual dimensions of timbre in orchestral instrument tones

机译:交响乐器音色中五个音色维度的声学结构

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摘要

Attempts to relate the perceptual dimensions of timbre to quantitative acoustical dimensions have been tenuous, leading to claims that timbre is an emergent property, if measurable at all. Here, a three-pronged analysis shows that the timbre space of sustained instrument tones occupies 5 dimensions and that a specific combination of acoustic properties uniquely determines gestalt perception of timbre. Firstly, multidimensional scaling (MDS) of dissimilarity judgments generated a perceptual timbre space in which 5 dimensions were cross-validated and selected by traditional model comparisons. Secondly, subjects rated tones on semantic scales. A discriminant function analysis (DFA) accounting for variance of these semantic ratings across instruments and between subjects also yielded 5 significant dimensions with similar stimulus ordination. The dimensions of timbre space were then interpreted semantically by rotational and reflectional projection of the MDS solution into two DFA dimensions. Thirdly, to relate this final space to acoustical structure, the perceptual MDS coordinates of each sound were regressed with its joint spectrotemporal modulation power spectrum. Sound structures correlated significantly with distances in perceptual timbre space. Contrary to previous studies, most perceptual timbre dimensions are not the result of purely temporal or spectral features but instead depend on signature spectrotemporal patterns.
机译:尝试将音色的感知尺寸与定量的声学尺寸联系起来很困难,导致人们宣称音色是一种新兴属性,即使可以测量的话。在这里,三管齐下的分析表明,持续乐器音调的音色空间占据5个维度,并且声学特性的特定组合唯一确定了音色的格式塔感。首先,差异性判断的多维标度(MDS)生成了一个感知音色空间,其中5个维度通过传统模型比较进行了交叉验证和选择。其次,对象在语义等级上对音调进行评级。判别函数分析(DFA)考虑了这些语义等级在各种乐器之间以及受试者之间的差异,也产生了5个具有相似刺激等级的重要维度。然后,通过将MDS解决方案旋转和反射投影到两个DFA维中,从语义上解释音色空间的维。第三,为了使最终空间与声学结构相关联,将每种声音的感知MDS坐标与其联合的光谱时间调制功率谱进行回归。声音结构与感知音色空间中的距离显着相关。与以前的研究相反,大多数感知音色尺寸不是纯粹的时间或频谱特征的结果,而是取决于特征性的光谱时态模式。

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