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Boiling down Prosody for the Classification of Boundaries and Accents in (2008)

Abstract
In the focus of this paper is a comparison of the most relevant prosodic features/feature classes for the classification of boundaries and accents in German and in English. Principal components were computed based on a large prosodic feature vector; these principal components were used as predictor variables in a Linear Discriminant analysis as well as in a Classification and Regression Tree. The number of the most relevant principal components was between three and five; for both languages and for boundary and accent classification alike, most important were principal components modelling duration, in combination with energy, followed by pauses and F0.

Publication details
Download http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.61.2526
Source http://www.smartkom.org/boiling_down_prosody.pdf
Contributors CiteSeerX
Repository CiteSeerX - Scientific Literature Digital Library and Search Engine (United States)
Type text
Language English
Relation 10.1.1.18.2117, 10.1.1.18.2478, 10.1.1.55.4763, 10.1.1.18.8256