Synchronization of Speech Rate to User's Personal Tempo in Dialogue Systems and Its Effects

Yosuke Ujigawa, Kazunori Takashio

研究成果: Conference contribution

抄録

Every individual lives in daily lives in own unique tempo, called Personal Tempo. Tempo is also highly important in dialogue situations, and it is thought that if the tempo can be matched with the conversational partner, it will lead to smoother communication with a higher level of comprehension. Spoken-dialogue systems have been used in many situations, and by personalizing dialogue on the basis of the user's tempo, it is thought that dialogue will be able to make it easier to speak and make people want to speak. Previous research has focused on methods for encouraging users to change their tempo to be in tune with the tempo of their dialogue partner. However, a conversation that differs from the user's tempo can be stressful and burdensome for the user in the process of tuning in. Therefore, we define personal tempo as speech speed, which is the number of moras divided by the duration of speech and propose a speech-speed control method for spoken-dialogue systems. We implemented our method in a spoken-dialogue system that synchronizes speech with the user. We verified the effectiveness of the proposed method by analyzing its impact on the comprehension of speech and user impressions of the spoken-dialogue system. The results indicate that significant differences were obtained with the proposed method between impression and comprehension of the speech content.

本文言語English
ホスト出版物のタイトル33rd IEEE International Conference on Robot and Human Interactive Communication, ROMAN 2024
出版社IEEE Computer Society
ページ1142-1147
ページ数6
ISBN(電子版)9798350375022
DOI
出版ステータスPublished - 2024
イベント33rd IEEE International Conference on Robot and Human Interactive Communication, ROMAN 2024 - Pasadena, United States
継続期間: 2024 8月 262024 8月 30

出版物シリーズ

名前IEEE International Workshop on Robot and Human Communication, RO-MAN
ISSN(印刷版)1944-9445
ISSN(電子版)1944-9437

Conference

Conference33rd IEEE International Conference on Robot and Human Interactive Communication, ROMAN 2024
国/地域United States
CityPasadena
Period24/8/2624/8/30

ASJC Scopus subject areas

  • 人工知能
  • コンピュータ ビジョンおよびパターン認識
  • 人間とコンピュータの相互作用
  • ソフトウェア

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