Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Incremental learning and forgetting in incremental stochastic turn-taking models
KTH, School of Computer Science and Communication (CSC), Speech, Music and Hearing, TMH, Speech Communication and Technology.ORCID iD: 0000-0001-9327-9482
KTH, School of Computer Science and Communication (CSC), Speech, Music and Hearing, TMH, Speech Communication and Technology.
2011 (English)In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Florence, Italy, 2011, 2080-2083 p.Conference paper, Published paper (Refereed)
Abstract [en]

We present a computational framework for stochastically modeling dyad interaction chronograms. The framework's most novel feature is the capacity for incremental learning and forgetting. To showcase its flexibility, we design experiments answering four concrete questions about the systematics of spoken interaction. The results show that: (1) individuals are clearly affected by one another; (2) there is individual variation in interaction strategy; (3) strategies wander in time rather than converge; and (4) individuals exhibit similarity with their interlocutors. We expect the proposed framework to be capable of answering many such questions with little additional effort.

Place, publisher, year, edition, pages
Florence, Italy, 2011. 2080-2083 p.
National Category
Computer Science Language Technology (Computational Linguistics)
Identifiers
URN: urn:nbn:se:kth:diva-52203ISI: 000316502201009Scopus ID: 2-s2.0-84865790016ISBN: 978-1-61839-270-1 (print)OAI: oai:DiVA.org:kth-52203DiVA: diva2:465501
Conference
12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011; Florence; Italy; 27 August 2011 through 31 August 2011
Note

tmh_import_11_12_14 QC 20120103

Available from: 2011-12-14 Created: 2011-12-14 Last updated: 2014-01-15Bibliographically approved

Open Access in DiVA

No full text

Scopus

Authority records BETA

Edlund, Jens

Search in DiVA

By author/editor
Edlund, JensHeldner, Mattias
By organisation
Speech Communication and Technology
Computer ScienceLanguage Technology (Computational Linguistics)

Search outside of DiVA

GoogleGoogle Scholar

isbn
urn-nbn

Altmetric score

isbn
urn-nbn
Total: 35 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf