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Analysing co-articulation using frame-based feature trajectories

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Badenhorst, Jaco
Davel, Marelie H.
Barnard, Etienne

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Pattern Recognition Association of South Africa and Mechatronics International Conference

Abstract

We investigate several approaches aimed at a more detailed understanding of co-articulation in spoken utterances. We find that the Euclidean difference between instantaneous frame-based feature values and the mean values of these features are most useful for these purposes, and that low-order polynomials are able to model the between-phone transitions accurately. Examples of typical transitions are presented, and shown to give useful insights on the measurable effects of co-articulation.

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Jaco Badenhorst, Marelie H Davel and Etienne Barnard, “Analysing co-articulation using frame-based feature trajectories”, in Proc. Annual Symp. Pattern Recognition Association of South Africa (PRASA), pp 13-14, Stellenbosch, South Africa, 2010. [http://engineering.nwu.ac.za/multilingual-speech-technologies-must/publications]

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