7th International Conference on Spoken Language Processing

September 16-20, 2002
Denver, Colorado, USA

Adaptation of Usersí Spoken Dialogue Patterns in a Conversational Interface

Courtney Darves, Sharon Oviatt

Oregon Health & Science University, USA

The design of robust new interfaces that process conversational speech is a challenging research direction largely because usersí spoken language is so variable, which is especially true of children. The present research explored whether childrenís 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, childrenís average response latencies adapted 18.4% in the direction of their computer partnerís 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 humancomputer communication patterns to guide the design of well synchronized, robust, and adaptive conversational interfaces.


Full Paper

Bibliographic reference.  Darves, Courtney / Oviatt, Sharon (2002): "Adaptation of users≤ spoken dialogue patterns in a conversational interface", In ICSLP-2002, 561-564.