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Similarity and categorization of environmental sounds

机译:环境声音的相似性和分类

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摘要

Four experiments investigated the acoustical correlates of similarity and categorization judgments of environmental sounds. In Experiment 1, similarity ratings were obtained from pairwise comparisons of recordings of 50 environmental sounds. A three-dimensional multidimensional scaling (MDS) solution showed three distinct clusterings of the sounds, which included harmonic sounds, discrete impact sounds, and continuous sounds. Furthermore, sounds from similar sources tended to be in close proximity to each other in the MDS space. The orderings of the sounds on the individual dimensions of the solution were well predicted by linear combinations of acoustic variables, such as harmonicity, amount of silence, and modulation depth. The orderings of sounds also correlated significantly with MDS solutions for similarity ratings of imagined sounds and for imagined sources of sounds, obtained in Experiments 2 and 3-as was the case for free categorization of the 50 sounds (Experiment 4 -although the categorization data were less well predicted by acoustic features than were the similarity data.
机译:四个实验研究了环境声音的相似性和分类判断的声学关联。在实验1中,从50种环境声音的记录的成对比较中获得了相似度等级。三维多维缩放(MDS)解决方案显示了声音的三个不同的群集,包括和声,离散的撞击声和连续的声音。此外,来自类似声源的声音在MDS空间中往往彼此非常接近。通过声学变量的线性组合,例如谐波,静噪量和调制深度,可以很好地预测声音在解决方案各个维度上的顺序。声音的排序也与MDS解决方案显着相关,MDS解决方案针对的是在实验2和3中获得的对虚构声音和虚构声源的相似性评级,就像对50种声音进行自由分类的情况一样(实验4-尽管分类数据声学特征无法比相似性数据更好地预测。

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