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Simulation of vowel-vowel utterances using a 3D biomechanical-acoustic model
KTH, Skolan för elektroteknik och datavetenskap (EECS), Intelligenta system, Tal, musik och hörsel, TMH.ORCID-id: 0000-0002-8991-1016
Universitat Ramon Llull, Barcelona, Catalonia. (GTM Grup de recerca en Tecnologies Mèdia, La Salle)ORCID-id: 0000-0003-1510-8519
KTH, Skolan för elektroteknik och datavetenskap (EECS), Intelligenta system, Tal, musik och hörsel, TMH.ORCID-id: 0000-0003-4532-014X
Universitat Ramon Llull, Barcelona, Catalonia. (GTM Grup de recerca en Tecnologies Mèdia, La Salle)ORCID-id: 0000-0002-5461-0248
2021 (Engelska)Ingår i: International Journal for Numerical Methods in Biomedical Engineering, ISSN 2040-7939, E-ISSN 2040-7947, Vol. 37, nr 1, artikel-id e3407Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

A link is established between biomechanical and acoustic 3D models for the numerical simulation of vowel-vowel utterances. The former rely on the activation and contraction of relevant muscles for voice production, which displace and distort speech organs. However, biomechanical models do not provide a closed computational domain of the 3D vocal tract airway where to simulate sound wave propagation. An algorithm is thus proposed to extract the vocal tract boundary from the surrounding anatomical structures at each time step of the transition between vowels. The resulting 3D geometries are fed into a 3D finite element acoustic model that solves the mixed wave equation for the acoustic pressure and particle velocity. An arbitrary Lagrangian-Eulerian framework is considered to account for the evolving vocal tract. Examples include six static vowels and three dynamic vowel-vowel utterances. Plausible muscle activation patterns are first determined for the static vowel sounds following an inverse method. Dynamic utterances are then generated by linearly interpolating the muscle activation of the static vowels. Results exhibit nonlinear trajectory of the vocal tract geometry, similar to that observed in electromagnetic midsagittal articulography. Clear differences are appreciated when comparing the generated sound with that obtained from direct linear interpolation of the vocal tract geometry. That is, interpolation between the starting and ending vocal tract geometries of an utterance, without resorting to any biomechanical model.

Ort, förlag, år, upplaga, sidor
Wiley: Wiley-Blackwell, 2021. Vol. 37, nr 1, artikel-id e3407
Nyckelord [en]
Vowel-vowel utterances, biomechanical model, acoustic model, voice production, Finite Element Method
Nationell ämneskategori
Datavetenskap (datalogi)
Identifikatorer
URN: urn:nbn:se:kth:diva-282655DOI: 10.1002/cnm.3407ISI: 000585908700001PubMedID: 33070445Scopus ID: 2-s2.0-85094678269OAI: oai:DiVA.org:kth-282655DiVA, id: diva2:1471890
Forskningsfinansiär
EU, FP7, Sjunde ramprogrammet, 308874
Anmärkning

QC 20210302

Tillgänglig från: 2020-09-30 Skapad: 2020-09-30 Senast uppdaterad: 2022-06-25Bibliografiskt granskad

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Dabbaghchian, SaeedEngwall, Olov

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Dabbaghchian, SaeedArnela, MarcEngwall, OlovOriol, Guasch
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International Journal for Numerical Methods in Biomedical Engineering
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