Modeling Speech Disfluency to Predict Conceptual Misalignment in Speech Survey Interfaces
| dc.contributor.author | Ehlen, Patrick | de |
| dc.contributor.author | Schober, Michael F. | de |
| dc.date.accessioned | 2005-06-15T08:13:07Z | |
| dc.date.available | 2005-06-15T08:13:07Z | |
| dc.date.created | 2005 | de |
| dc.date.issued | 2005-06-13 | de |
| dc.description.abstract | Computer-based interviewing systems could use models of respondent disfluency behaviors to predict a need for clarification of terms in survey questions. We compare simulated speech interfaces that use two such models - a generic model and a stereotyped model that distinguishes between the speech of younger and older speakers - to several non-modeling speech interfaces in a task where respondents provided answers to survey questions from fictional scenarios. Our modeling procedure found that the best predictor of conceptual misalignment was a critical Goldilocks range for response latency, outside of which responses are more likely to be conceptually misaligned. Different Goldilocks ranges are effective for younger and older speakers. | en |
| dc.format.extent | 230900 bytes | |
| dc.format.extent | 633157 bytes | |
| dc.format.mimetype | application/pdf | |
| dc.format.mimetype | application/postscript | |
| dc.identifier.uri | http://hdl.handle.net/2003/21469 | |
| dc.identifier.uri | http://dx.doi.org/10.17877/DE290R-14201 | |
| dc.language.iso | en | |
| dc.publisher | University of Dortmund | en |
| dc.relation.ispartof | Symposium on Dialogue Modelling and Generation at the 15th Annual meeting of the Society for Text and Discourse. Amsterdam, The Netherlands | en |
| dc.subject | conceptual alignment | en |
| dc.subject | misalignment cues | en |
| dc.subject | Goldilocks range | en |
| dc.subject | stereotyped modeling | en |
| dc.subject | speech survey interfaces | en |
| dc.subject.ddc | 430 | |
| dc.title | Modeling Speech Disfluency to Predict Conceptual Misalignment in Speech Survey Interfaces | en |
| dc.type | Text | de |
| dc.type.publicationtype | conferenceObject | |
| dcterms.accessRights | open access |