Acoustic features of anger utterances during natural dialog

Yoshiko Arimoto, Sumio Ohno, Hitoshi Iida

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

This report focuses on an automatic estimation of speakers' anger emotion degree. Two kinds of pseudo-dialogs were held to collect spontaneous anger utterances during the natural Japanese dialog. In order to quantify the anger degree of utterances, a six-scale subjective evaluation was conducted to grade every utterance according to an anger emotion degree by twelve evaluators. With this data set, acoustic features of each utterance were examined to clarify what is the clue to estimate degree of anger utterances. To examine the possibility of automatic emotion estimation, we conducted experiment to estimate the degree of anger emotion automatically by multiple regression analysis using the acoustic parameters.

本文言語English
ホスト出版物のタイトルInternational Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007
ページ2556-2559
ページ数4
出版ステータスPublished - 2007 12 1
イベント8th Annual Conference of the International Speech Communication Association, Interspeech 2007 - Antwerp, Belgium
継続期間: 2007 8 272007 8 31

出版物シリーズ

名前International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007
4

Other

Other8th Annual Conference of the International Speech Communication Association, Interspeech 2007
CountryBelgium
CityAntwerp
Period07/8/2707/8/31

ASJC Scopus subject areas

  • Computer Science Applications
  • Software
  • Modelling and Simulation
  • Linguistics and Language
  • Communication

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