Vocal tract morphometry by magnetic resonance imaging: simulation of pathological articulatory patterns
DOI:
https://doi.org/10.25758/set.1044Keywords:
Vocal tract imaging, Magnetic resonance imaging, MRI, Morphometric analysis, Speech articulation, Image processing and analysis, Articulatory disordersAbstract
Introduction – The shape or morphologic analysis of anatomical structures, such as the vocal tract can be performed from two-dimensional (2D) or volumetric acquisitions (3D) of magnetic resonance imaging (MRI). This imaging technique has had an increasing use in the study of speech production. Objectives – To determine a method to perform the morphometric analysis of the vocal tract from magnetic resonance imaging; to present anatomical patterns during the normal speech production of some vowels and two pathological articulatory disorders in a simulated context. Methods – The image data was collected from 2D (Turbo Spin Echo) and 3D (Flash Gradient Echo) acquisitions of MRI of four subjects during the production of three vowels; in addition, two articulatory disorders were assessed using this imaging protocol. The morphology of the vocal tract was extracted using manual and automatic techniques of image processing and analysis. Results – Based on five articulatory measurements, it was possible to study the entire vocal tract during vowel production, including the position and shape of the articulators involved. Based on these measurements, it was possible to identify the strategies most commonly adopted in the production of each sound, including the articulatory posture and the modification of each measure for the subjects under study. Concerning the voices of the different speakers, the variability in the assessed volumes of the vocal tract for each sound was found, and in particular, the increased vocal tract volume in the articulatory disorder – the sigmatism. Conclusion – MRI is a promising technique for speech production studies, safe, non-invasive, and provides reliable information concerning the morphometric analysis of the vocal tract.
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Rokkaku M, Hashimoto K, Imaizumi S, Niimi S, Kiritani S. Measurements of the three-dimensional shape of the vocal tract based on the magnetic resonance imaging technique. Ann Bull Res Inst Logoped Phoniatr. 1986;20:47-54.
Demolin D, Metens T, Soquet A. Three-dimensional measurement of the vocal tract by MRI. In Proceedings of the 4th International Conference on Spoken Language Processing (ICSLP 96). Philadelphia, USA; 1996. p. 272-5.
Badin P, Bailly G, Revéret L, Baciu M, Segebarth C, Savariaux C. Three-dimensional linear articulatory modeling of tongue, lips and face, based on MRI and video images. J Phon. 2002;30(3):533-53.
Narayanan S, Nayak K, Lee S, Sethy A, Byrd D. An approach to real-time magnetic resonance imaging for speech production. J Acoust Soc Am. 2004;115(4):1771-6.
Story BH. Comparison of magentic resonance imaging-based vocal tract area functions obtained from the same speaker in 1994 and 2002. J Acoust Soc Am. 2008;123(1):327-35.
Birkholz P, Kröger BJ. Vocal tract model adaptation using magnetic resonance imaging. In Proceedings of the 7th International Seminar on Speech Production (ISSP’06). Ubatuba, Belo Horizonte, Brazil; 2006. p. 493-500.
Takemoto H, Honda K, Masaki S, Shimada Y. Measurement of temporal changes in vocal tract area function during a continuous vowel sequence using a 3D Cine-MRI technique. In Proceedings of the 6th International Seminar on Speech Production. Sydney, Australia; 2003. p. 284-9.
Engwall O. Combining MRI, EMA and EPG measurements in a three-dimensional tongue model. Speech Commun. 2003;41(2-3):303-29.
Engwall O. A 3D tongue model based on MRI data. In Proceedings of the Sixth International Conference on Spoken Language Processing. Beijing, China; 2000. p. 1-4.
Ramanarayana V, Goldstein L, Byrd D, Narayanan S. An MRI study of articulatory settings of L1 and L2 speakers of American english. In Proceedings of the 9th International Seminar on Speech Production (ISSP’11). Montreal, Canada; 2011.
Kröger BJ, Winkler R, Mooshammer C, Pompino-Marschall B. Estimation of vocal tract area function from magnetic resonance imaging: preliminary results. In Proceedings of the 5th Seminar on Speech Production. München, Germany; 2000. p. 333-6.
Doel K Van Den, Vogt F, English R. Towards articulatory speech synthesis with a dynamic 3D finite element tongue model. In Proceedings of the 7th International Seminar on Speech Production (ISSP’06). Ubatuba, Belo Horizonte, Brazil; 2006. p. 59-66.
Bresch E, Adams J, Pouzet A, Lee S, Byrd D, Narayanan S. Semi-automatic processing of real-time MR image sequences for speech production studies. In Proceedings of the 7th International Seminar on Speech Production (ISSP’06). Ubatuba, Belo Horizonte, Brazil; 2006. p. 427-34.
Narayanan SS, Alwan AA, Haker K. An articulatory study of fricative consonants using magnetic resonance imaging. J Acoust Soc Am. 1995;98(3):1325-47.
Fricke BL, Abbott MB, Donnelly LF, Dardzinski BJ, Poe SA, Karl M, et al. Upper airway volume segmentation analysis using cine MRI findings in children with tracheostomy tubes. Korean J Radiol. 2007;8(6):506-11.
Mády K, Sader R, Zimmermann A, Hoole P, Beer A, Zeilhofer HF, et al. Assessment of consonant articulation in glossectomee speech by dynamic MRI. In Proceedings of the 7th International Conference on Spoken Language Processing (ICSLP). Denver; 2002. p. 3-6.
Mády K, Sader R, Zimmermann A, Hoole P, Beer A, Zeilhofe H, et al. Use of real-time MRI in assessment of consonant articulation before and after tongue surgery and tongue reconstruction. In Proceedings of the 4th International Speech Motor Conference. Nijmegen, The Netherlands; 2001. p. 142-5.
Masaki S, Nota Y, Takano S, Takemoto H, Kitamura T, Honda K. Integrated magnetic resonance imaging methods for speech science and technology. J Acoust Soc Am. 2008;123(5):375-9.
Rua SM, Freitas DR. Morphological dynamic imaging of human vocal tract. In Proceedings of the Computational Modelling of Objects Represented in Images: fundamentals, methods and applications (CompIMAGE). Coimbra, Portugal; 2006. p. 381-6.
Martins P, Carbone I, Pinto A, Silva A, Teixeira A. European Portuguese MRI based speech production studies. Speech Commun. 2008;50(11-12):925-52.
Serrurier A, Badin P. Towards a 3D articulatory model of velum based on MRI and CT images. ZAS Pap Linguist. 2005;40(1):195-211.
Ventura SR, Freitas DR, Tavares JM. Application of MRI and biomedical engineering in speech production study. Comput Methods Biomech Biomed Engin. 2009;12(6):671-81.
Martins P, Oliveira C, Silva A, Inform T. Articulatory characteristics of European Portuguese laterals: a 2D & 3D MRI study. In VI Jornadas en Tecnología del Habla and II Iberian SLTech Workshop. Vigo, Spain; 2010. p. 33-6.
Ventura SR, Freitas DR, Tavares JM. Toward dynamic magnetic resonance imaging of the vocal tract during speech production. J Voice. 2011;25(4):511-8.
Vasconcelos MJ, Ventura SR, Freitas DR, Tavares JM. Towards the automatic study of the vocal tract from magnetic resonance images. J Voice. 2011;25(6):732-42.
Ventura SR, Freitas DR, Ramos IM, Tavares JM. Requisitos e condicionantes da imagem por ressonância magnética no estudo da fala humana. In Congresso de Métodos Numéricos em Engenharia (CMNE). Coimbra, Portugal; 2011. p. 1-12.
Vasconcelos MJ, Ventura SR, Freitas DR, Tavares JM. Using statistical deformable models to reconstruct vocal tract shape from magnetic resonance images. In Proceedings of the Institution of Mechanical Engineers, Part H. J Engin Med. 2010;224(10):1153-63.
Ventura SR, Freitas DR, Ramos IM, Tavares JM. Morphologic differences in the vocal tract resonance cavities of voice professionals: an MRI-based study. J Voice. 2013;27(2):132-40.
Engwall O. Assessing MRI measurements: effects of sustentation, gravitation and coarticulation. In Harrington J, Tabain M, editors. Speech production: models, phonetic processes and techniques. New York: Psychology Press; 2006. p. 301-14. ISBN 9781841694375
Idiyatullin D, Corum C, Moeller S, Prasad HS, Garwood M, Nixdorf DR. Dental magnetic resonance imaging: making the invisible visible. J Endod. 2011;37(6):745-52.
Kitamura T, Nishimoto H, Fujimoto I, Shimada Y. Dental imaging using magnetic resonance visible mouthpiece for measurement of vocal tract shape and dimensions. Acoust Sci Technol. 2011;32(5):224-7.
Ng IW, Ono T, Inoue-Arai MS, Honda E, Kurabayashi T, Moriyama K. Application of MRI movie for observation of articulatory movement during fricative /s/ and a plosive /t/. Angle Orthod. 2011;81(2):237-44.
Olt S, Jakob PM. Contrast-enhanced dental MRI for visualization of the teeth and jaw. Magn Reson Med. 2004;52(1):174-6.
Tutton LM, Goddard PR. MRI of the teeth. Br J Radiol. 2002;75(894):552-62.
Ventura SR, Freitas DR, Ramos IM, Tavares JM. Three-dimensional visualization of teeth by magnetic resonance imaging during speech. In Proceedings of the II International Conference on Biodental Enginnering. Porto, Portugal; 2012. p. 13-7.
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