音楽が画像印象に与える影響と音楽特徴量との関連性

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2016/09/01

タイトル(英語): The Relationship Between Effects of Music on Image Impression and Musical Features

著者名: 石田　理代（慶應義塾大学），佐藤　敬子（香川大学），満倉　靖恵（慶應義塾大学）

著者名(英語): Riyo Ishida (Keio University), Keiko Sato (Kagawa University), Yasue Mitsukura (Keio University)

キーワード: 印象，画像，音楽，音楽特徴量，リッジ回帰分析　　impression，image，music，musical feature，ridge regression analysis

要約(英語): Audio-visual combinations in multimedia contents give us more exciting experiences than only audio or visual information. To support audio-visual video creators, affective impressions of audio-visual contents have been explored to date. However, little research has analyzed in terms of structures or features of audio-visual contents. Revealing relationships between audio-visual impressions and their structures or features can be helpful for video creators. The current study aims to analyze effects of music on image impression in terms of musical features. Specifically, we asked participants to rate impressions for image stimuli at two conditions in which image-only stimuli or music-image combination stimuli were presented. Three factors representing image impressions were extracted by factor analysis, and differences of factor scores between two conditions were calculated to describe impression changes by music. We confirmed relationships between impression changes and musical features (e.g. volume, pitch, and timbre) by ridge regression analysis. As a result, regression analysis accounted for high variances in amount of impression changes and revealed that some musical features influenced on image impressions. This study provides a feasibility of estimating image impressions by musical features.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.136 No.9 （2016） 特集：神経工学・サイバネティックス・生体工学

本誌掲載ページ: 1376-1385 p

原稿種別: 論文／日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/136/9/136_1376/_article/-char/ja/