A principal components model of soundscape perception

声景 响度 感知 立体声录音 集合(抽象数据类型) 积极倾听 主成分分析 自然声音 计算机科学 声学 心理学 认知心理学 语音识别 声音(地理) 人工智能 沟通 物理 神经科学 计算机视觉 程序设计语言
作者
Östen Axelsson,Mats E. Nilsson,Birgitta Berglund
出处
期刊:Journal of the Acoustical Society of America [Acoustical Society of America]
卷期号:128 (5): 2836-2846 被引量:654
标识
DOI:10.1121/1.3493436
摘要

There is a need for a model that identifies underlying dimensions of soundscape perception, and which may guide measurement and improvement of soundscape quality. With the purpose to develop such a model, a listening experiment was conducted. One hundred listeners measured 50 excerpts of binaural recordings of urban outdoor soundscapes on 116 attribute scales. The average attribute scale values were subjected to principal components analysis, resulting in three components: Pleasantness, eventfulness, and familiarity, explaining 50, 18 and 6% of the total variance, respectively. The principal-component scores were correlated with physical soundscape properties, including categories of dominant sounds and acoustic variables. Soundscape excerpts dominated by technological sounds were found to be unpleasant, whereas soundscape excerpts dominated by natural sounds were pleasant, and soundscape excerpts dominated by human sounds were eventful. These relationships remained after controlling for the overall soundscape loudness (Zwicker's N(10)), which shows that 'informational' properties are substantial contributors to the perception of soundscape. The proposed principal components model provides a framework for future soundscape research and practice. In particular, it suggests which basic dimensions are necessary to measure, how to measure them by a defined set of attribute scales, and how to promote high-quality soundscapes.
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