Is It a Filler or a Pause? A Quantitative Analysis of Filled Pauses in Hebrew

Vered Silber-Varod*, Mária Gósy, Anat Lerner

*Corresponding author for this work

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

Abstract

In this study, we investigate quantitatively the use of Filled Pauses in Hebrew and compare them to the use of silence-based attributes and fluency-based attributes in task-oriented dialogues. Our aim is to explore whether the use of Filled Pauses in Hebrew supports either the filler-as-word hypothesis or the filler-as-pause hypothesis. We computed seven measures as independent variables, among them: Normalized rate of words, Filled Pauses rate, silent pauses rate, and articulation rate. Findings show that Filled Pauses occur twice as many as the most frequent words and on the other hand, Filled Pauses are far less frequent than the overall number of silent pauses. We did find that Filled Pauses are correlated with a sub-category of silent pauses. Our analysis supports that Filled Pauses used by Hebrew speakers are closer to the filler-as-pause hypothesis. Further, speakers would use FPs differently depending on their role in the Map Task dialogues.

Original languageEnglish
Title of host publicationSpeech and Computer - 23rd International Conference, SPECOM 2021, Proceedings
EditorsAlexey Karpov, Rodmonga Potapova
PublisherSpringer Science and Business Media Deutschland GmbH
Pages638-648
Number of pages11
ISBN (Print)9783030878016
DOIs
StatePublished - 2021
Externally publishedYes
Event23rd International Conference on Speech and Computer, SPECOM 2021 - Virtual, Online
Duration: 27 Sep 202130 Sep 2021

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12997 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference23rd International Conference on Speech and Computer, SPECOM 2021
CityVirtual, Online
Period27/09/2130/09/21

Funding

FundersFunder number
Open Media and Information Lab
Open University of Israel20184

    Keywords

    • Dialogues
    • Filled pauses
    • Fillers
    • Hebrew
    • Map task corpus
    • Silent pauses
    • Speaker’s role

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