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Improving acoustic-to-articulatory inversion by using hypercube codebooks

Slim Ouni 1 Yves Laprie 1
1 PAROLE - Analysis, perception and recognition of speech
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : This paper presents an articulatory codebook construction method which gives a good space coverage with a limited number of points. For this aim, the articulatory space is decomposed into regions, represented by hypercubes, where the mapping is quasi-linear. The codebook, therefore, is a collection of hypercubes. The main quality of this codebook is that it respects the non-linear nature of the articulatory-to-acoustic mapping. We also present an inversion method using this hypercube codebook.
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Conference papers
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https://hal.inria.fr/inria-00099051
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Submitted on : Tuesday, September 26, 2006 - 8:48:29 AM
Last modification on : Friday, February 26, 2021 - 3:28:06 PM
Long-term archiving on: : Wednesday, March 29, 2017 - 12:37:13 PM

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  • HAL Id : inria-00099051, version 1

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Slim Ouni, Yves Laprie. Improving acoustic-to-articulatory inversion by using hypercube codebooks. International Conference on Spoken Language Processing - ICSLP2000, 2000, Beijing, Chine, pp.178-181. ⟨inria-00099051⟩

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