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Annotating Speech Data for Pronunciation Variation Modelling
KTH, School of Computer Science and Communication (CSC), Speech, Music and Hearing, TMH, Speech Communication and Technology.
2005 (English)In: Proceedings, FONETIK 2005, Göteborg, Sweden, 2005, 25-27 p.Conference paper, Published paper (Other academic)
Abstract [en]

This paper describes methods for annotating recorded speech with information hypothesised to be important for the pronunciation of words in discourse context. Annotation is structured into six hierarchically ordered tiers, each tier corresponding to a segmentally defined linguis-tic unit. Automatic methods are used to seg-ment and annotate the respective annotation tiers. Decision tree models trained on annota-tion from elicited monologue showed a pho-neme error rate of 9.91%, corresponding to a 55.25% error reduction compared to using a canonical pronunciation representation from a lexicon for estimating the phonetic realisation.

Place, publisher, year, edition, pages
Göteborg, Sweden, 2005. 25-27 p.
National Category
Computer Sciences Language Technology (Computational Linguistics)
Identifiers
URN: urn:nbn:se:kth:diva-51892OAI: oai:DiVA.org:kth-51892DiVA: diva2:465186
Conference
FONETIK 2005, Department of Linguistics, Göteborg University
Note
tmh_import_11_12_14. QC 20120201Available from: 2011-12-14 Created: 2011-12-14 Last updated: 2018-01-12Bibliographically approved

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http://www.speech.kth.se/~jande/fonetik2005_jande.pdf

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