Sentiment analysis of color attributes derived from vowel sound impression for multimodal expression

Kanako Watanabe, Yoko Greenberg, Yoshinori Sagisaka

    研究成果: Conference contribution

    3 被引用数 (Scopus)

    抄録

    In this paper, the sentiment correlation between color and speech has been investigated aiming at multimodal expression of information embedded in speech. To cope with the necessity of information specification for further analyses and control of speech so called para-linguistic information, we carried out an sentiment experiment on the correlations between speech characteristics and color attributes associated by perceptual impressions. Using five vowel categories with twelve different prosodie patterns, we found high correlations between speech features (vowel categories and FO) and three attributes of color (hue, saturation and value). These correlations open up wide possibilities to describe and quantitatively analyze speech information that has not yet been systematically studied but partially treated as emotional variants or para-linguistic information.

    本文言語English
    ホスト出版物のタイトル2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014
    出版社Institute of Electrical and Electronics Engineers Inc.
    ISBN(電子版)9786163618238
    DOI
    出版ステータスPublished - 2014 2 12
    イベント2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014 - Chiang Mai, Thailand
    継続期間: 2014 12 92014 12 12

    Other

    Other2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014
    CountryThailand
    CityChiang Mai
    Period14/12/914/12/12

    ASJC Scopus subject areas

    • Signal Processing
    • Information Systems

    フィンガープリント 「Sentiment analysis of color attributes derived from vowel sound impression for multimodal expression」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

    引用スタイル