Adaptation of users' spoken dialogue patterns in a conversational interface

Courtney Darves, Sharon Oviatt

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

23 Citations (Scopus)

Abstract

The design of robust new interfaces that process conversational speech is a challenging research direction largely because users' spoken language is so variable, which is especially true of children. The present research explored whether children's response latencies before initiating a conversational turn converge with those heard in the text-to-speech (TTS) of a computer partner. A study was conducted in which twenty-four 7-to-10-year-old children conversed with animated characters that responded with different types of TTS voices during an educational software application. Analyses confirmed that, while interacting with opposite TTS voices, children's average response latencies adapted 18.4% in the direction of their computer partner's speech. These adaptations were dynamic, bi-directional, and generalized across different types of users and TTS voices. The long-term goal of this research is the predictive modeling of human-computer communication patterns to guide the design of well synchronized, robust, and adaptive conversational interfaces.

Original languageEnglish
Title of host publication7th International Conference on Spoken Language Processing, ICSLP 2002
Subtitle of host publicationDenver; United States; 16 September 2002 through 20 September 2002
Pages561-564
Number of pages4
Publication statusPublished - 2002
Externally publishedYes
Event7th International Conference on Spoken Language Processing, ICSLP 2002 - Denver, United States of America
Duration: 16 Sep 200220 Sep 2002

Conference

Conference7th International Conference on Spoken Language Processing, ICSLP 2002
CountryUnited States of America
CityDenver
Period16/09/0220/09/02

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