Prosodic Plot of Dialogues: A Conceptual Framework to Trace Speakers’ Role

Vered Silber-Varod*, Anat Lerner, Oliver Jokisch

*Corresponding author for this work

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

Abstract

In this paper we present a proof-of-concept study which aims to model a conceptual framework to analyze structures of dialogues. We demonstrate our approach on a specific research question – how speaker’s role is realized along the dialogue? To this end, we use a unified set of Map Task dialogues that are unique in the sense that each speaker participated twice – once as a follower and once as a leader, with the same interlocutor playing the other role. This pairwise setting enables to compare prosodic differences in three facets: Role, Speaker, and Session. For this POC, we analyze a basic set of prosodic features: Talk proportions, pitch, and intensity. To create comparable methodological framework for dialogues, we created three plots of the three prosodic features, in ten equal sized intervals along the session. We used a simple distance measure between the resulting ten-dimensional vectors of each facet for each feature. The prosodic plots of these dialogues reveal the interactions and common behaviour across each facet, on the one hand, and allow to trace potential locations of extreme prosodic values, suggesting pivot points of each facet, on the other.

Original languageEnglish
Title of host publicationSpeech and Computer - 20th International Conference, SPECOM 2018, Proceedings
EditorsRodmonga Potapova, Oliver Jokisch, Alexey Karpov
PublisherSpringer Verlag
Pages636-645
Number of pages10
ISBN (Print)9783319995786
DOIs
StatePublished - 2018
Externally publishedYes
Event20th International Conference on Speech and Computer, SPECOM 2018 - Leipzig, Germany
Duration: 18 Sep 201822 Sep 2018

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume11096 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference20th International Conference on Speech and Computer, SPECOM 2018
Country/TerritoryGermany
CityLeipzig
Period18/09/1822/09/18

Funding

FundersFunder number
Open Media and Information Lab
Open University of Israel20184

    Keywords

    • Dialogue-Games
    • Distance measure
    • Intensity
    • Pitch variations
    • Positioning
    • Role
    • Social context
    • Talk proportions

    Fingerprint

    Dive into the research topics of 'Prosodic Plot of Dialogues: A Conceptual Framework to Trace Speakers’ Role'. Together they form a unique fingerprint.

    Cite this