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Collection and Analysis of Travel Agency Task Dialogues with Age-Diverse Speakers

Proceedings of the Thirteenth International Conference on Language Resources and Evaluation (LREC 2022)

DOI:10.63317/59ptivgcv6bw

Abstract

When individuals communicate with each other, they use different vocabulary, speaking speed, facial expressions, and body language depending on the people they talk to. This paper focuses on the speaker’s age as a factor that affects the change in communication. We collected a multimodal dialogue corpus with a wide range of speaker ages. As a dialogue task, we focus on travel, which interests people of all ages, and we set up a task based on a tourism consultation between an operator and a customer at a travel agency. This paper provides details of the dialogue task, the collection procedure and annotations, and the analysis on the characteristics of the dialogues and facial expressions focusing on the age of the speakers. Results of the analysis suggest that the adult speakers have more independent opinions, the older speakers more frequently express their opinions frequently compared with other age groups, and the operators expressed a smile more frequently to the minor speakers.

Details

Paper ID
lrec2022-main-619
Pages
pp. 5759-5767
BibKey
inaba-etal-2022-collection
Editor
N/A
Publisher
European Language Resources Association (ELRA)
ISSN
2522-2686
ISBN
79-10-95546-38-2
Conference
Thirteenth Language Resources and Evaluation Conference
Location
Marseille, France
Date
20 June 2022 25 June 2022

Authors

  • MI

    Michimasa Inaba

  • YC

    Yuya Chiba

  • RH

    Ryuichiro Higashinaka

  • KK

    Kazunori Komatani

  • YM

    Yusuke Miyao

  • TN

    Takayuki Nagai

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