EEG analysis for acoustic quality evaluation using PCA and FDA

Masaki Nakanishi, Yasue Mitsukura, Akira Hara

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

In this study, we propose the quantitative evaluation method of acoustic quality by using electroencephalogram (EEG). We analyze the EEG observed when subjects are listening to music by 3 kinds of stereo speaker system with different acoustic property. In this paper, as the first step of quantification, we analyze whether the difference of acoustic quality appear EEG by principal component analysis, analysis of variance and Fisher discriminant analysis. As a result, we confirmed that 1st principal component of EEG contains the imformation of acoustic quality evaluation which we can not obtain from questionnaires, and the possibility that we can use EEG for quantitative evaluation of acoustic quality.

本文言語English
ホスト出版物のタイトル2011 RO-MAN - 20th IEEE International Symposium on Robot and Human Interactive Communication, Symposium Digest
ページ321-324
ページ数4
DOI
出版ステータスPublished - 2011 9 26
イベント20th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2011 - Atlanta, GA, United States
継続期間: 2011 7 312011 8 3

出版物シリーズ

名前Proceedings - IEEE International Workshop on Robot and Human Interactive Communication

Other

Other20th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2011
国/地域United States
CityAtlanta, GA
Period11/7/3111/8/3

ASJC Scopus subject areas

  • ソフトウェア
  • 人工知能
  • 人間とコンピュータの相互作用

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