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  A comprehensive 3D biomechanically-driven vocal tract model including inverse dynamics for speech research

Anderson, P., Harandi, N. M., Moisik, S. R., Stavness, I., & Fels, S. (2015). A comprehensive 3D biomechanically-driven vocal tract model including inverse dynamics for speech research. In Proceedings of Interspeech 2015: The 16th Annual Conference of the International Speech Communication Association (pp. 2395-2399).

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 Creators:
Anderson, Peter1, Author
Harandi, Negar M.1, Author
Moisik, Scott R.2, 3, Author           
Stavness, Ian4, Author
Fels, Sidney1, Author
Affiliations:
1University of British Columbia, ou_persistent22              
2Language and Genetics Department, MPI for Psycholinguistics, Max Planck Society, ou_792549              
3INTERACT, MPI for Psycholinguistics, Max Planck Society, Wundtlaan 1, 6525 XD Nijmegen, NL, ou_1863331              
4University of Saskatchewan, ou_persistent22              

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 Abstract: We introduce a biomechanical model of oropharyngeal structures that adds the soft-palate, pharynx, and larynx to our previous models of jaw, skull, hyoid, tongue, and face in a unified model. The model includes a comprehensive description of the upper airway musculature, using point-to-point muscles that may either be embedded within the deformable structures or operate exter- nally. The airway is described by an air-tight mesh that fits and deforms with the surrounding articulators, which enables dynamic coupling to our articulatory speech synthesizer. We demonstrate that the biomechanics, in conjunction with the skinning, supports a range from physically realistic to simplified vocal tract geometries to investigate different approaches to aeroacoustic modeling of vocal tract. Furthermore, our model supports inverse modeling to support investigation of plausible muscle activation patterns to generate speech.

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Language(s): eng - English
 Dates: 2015
 Publication Status: Published online
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Title: Interspeech 2015 : 16th Annual Conference of the International Speech Communication Association
Place of Event: Dresden, Germany
Start-/End Date: 2015-09-06 - 2015-09-10

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Title: Proceedings of Interspeech 2015: The 16th Annual Conference of the International Speech Communication Association
Source Genre: Proceedings
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Pages: - Volume / Issue: 1-5 Sequence Number: - Start / End Page: 2395 - 2399 Identifier: -