Construction of a Classical Music Database for Research Purposes in the Field of Kansei Evaluation
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- YAMAMOTO Hiroto S.
- AIST
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- TAKEHARA Mayuko S.
- AIST Gradudate School of Life and Environmental Sciences, University of Tsukuba
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- MATSUMOTO Narihisa
- AIST
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- HASEGAWA Ryohei P.
- AIST
Bibliographic Information
- Other Title
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- 感性評価研究用クラシック音楽データベース構築の試み
- - Based on Modulation and Extraction of Physical Features of Music -
- -曲の物理的特徴の修飾と抽出に基づいて-
Abstract
<p>This study proposes a methodology for constructing a music database for research purposes. We focused on the feasibility of an efficient and reliable technique to collect music stimuli that induce a variety of emotions. We selected iconic phrases from 4 famous classical pieces with 4 controls of scales, respectively. We modified each piece into 4 categories by changing the properties in terms of “mode” (converting a major piece to a minor, or vice versa) and “tempo” (changing the BPM speed faster or slower). We verified our method by a Music Information Retrieval (MIR) system. The MIR analyses showed that most of the pieces were successfully positioned in the intended categories (major/minor mode at a high/low tempo). The result suggests that this may be an efficient method to construct an objective music database that is independent of the psychological evaluations.</p>
Journal
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- Transactions of Japan Society of Kansei Engineering
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Transactions of Japan Society of Kansei Engineering 20 (2), 205-212, 2021
Japan Society of Kansei Engineering
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Details 詳細情報について
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- CRID
- 1390287860632008832
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- NII Article ID
- 130008031873
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- ISSN
- 18845258
- 18840833
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- Text Lang
- ja
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- Data Source
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- JaLC
- Crossref
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed