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  Assessing acoustic reduction: Exploiting local structure in speech

Ten Bosch, L., Hämäläinen, A., & Ernestus, M. (2011). Assessing acoustic reduction: Exploiting local structure in speech. In Proceedings of the 12th Annual Conference of the International Speech Communication Association (Interspeech 2011), Florence, Italy (pp. 2665-2668).

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0012-19EA-3 Version Permalink: http://hdl.handle.net/11858/00-001M-0000-0012-19EC-0
Genre: Conference Paper

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TenBosch_2011_Interspeech_Assessing acoustic reduction.pdf (Publisher version), 244KB
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 Creators:
Ten Bosch, Louis1, 2, Author              
Hämäläinen, Annika 3, Author
Ernestus, Mirjam2, 4, Author              
Affiliations:
1Department of Language and Speech, Radboud University Nijmegen, escidoc:persistent22              
2Center for Language Studies, External Organization, escidoc:55238              
3Loquendo S.p.A., Turin, Italy, escidoc:persistent22              
4Language Comprehension Department, MPI for Psycholinguistics, Max Planck Society, Nijmegen, NL, escidoc:792550              

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 Abstract: This paper presents a method to quantify the spectral characteristics of reduction in speech. Hämäläinen et al. (2009) proposes a measure of spectral reduction which is able to predict a substantial amount of the variation in duration that linguistically motivated variables do not account for. In this paper, we continue studying acoustic reduction in speech by developing a new acoustic measure of reduction, based on local manifold structure in speech. We show that this measure yields significantly improved statistical models for predicting variation in duration.

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Language(s): eng - English
 Dates: 20112011
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 Rev. Method: Peer
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Title: Interspeech 2011: 12th Annual Conference of the International Speech Communication Association
Place of Event: Florence, Italy
Start-/End Date: 2011-08-28 - 2011-08-31

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Title: Proceedings of the 12th Annual Conference of the International Speech Communication Association (Interspeech 2011), Florence, Italy
Source Genre: Proceedings
 Creator(s):
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Pages: - Volume / Issue: 1 Sequence Number: - Start / End Page: 2665 - 2668 Identifier: ISSN: 1990-9772