EEG analysis for acoustic quality evaluation using PCA and FDA

Masaki Nakanishi; Yasue Mitsukura; Akira Hara

doi:10.1109/ROMAN.2011.6005291

EEG analysis for acoustic quality evaluation using PCA and FDA

Masaki Nakanishi, Yasue Mitsukura, Akira Hara

システムデザイン工学科

研究成果: Conference contribution

4 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	https://doi.org/10.1109/ROMAN.2011.6005291
出版ステータス	Published - 2011 9月 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月 31 → 2011 8月 3

出版物シリーズ

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

Other

Other	20th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2011
国/地域	United States
City	Atlanta, GA
Period	11/7/31 → 11/8/3

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

文献へのアクセス

10.1109/ROMAN.2011.6005291

他のファイルとリンク

引用スタイル

Nakanishi, M., Mitsukura, Y., & Hara, A. (2011). EEG analysis for acoustic quality evaluation using PCA and FDA. In 2011 RO-MAN - 20th IEEE International Symposium on Robot and Human Interactive Communication, Symposium Digest (pp. 321-324). [6005291] (Proceedings - IEEE International Workshop on Robot and Human Interactive Communication). https://doi.org/10.1109/ROMAN.2011.6005291

EEG analysis for acoustic quality evaluation using PCA and FDA. / Nakanishi, Masaki; Mitsukura, Yasue; Hara, Akira.
2011 RO-MAN - 20th IEEE International Symposium on Robot and Human Interactive Communication, Symposium Digest. 2011. p. 321-324 6005291 (Proceedings - IEEE International Workshop on Robot and Human Interactive Communication).

研究成果: Conference contribution

Nakanishi, M, Mitsukura, Y & Hara, A 2011, EEG analysis for acoustic quality evaluation using PCA and FDA. in 2011 RO-MAN - 20th IEEE International Symposium on Robot and Human Interactive Communication, Symposium Digest., 6005291, Proceedings - IEEE International Workshop on Robot and Human Interactive Communication, pp. 321-324, 20th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2011, Atlanta, GA, United States, 11/7/31. https://doi.org/10.1109/ROMAN.2011.6005291

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EEG analysis for acoustic quality evaluation using PCA and FDA

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出版物シリーズ

Other

ASJC Scopus subject areas

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