Use of Magnetic Resonance Imaging in Studies on Speech Production
Abstract
Speech is a unique communication medium which involves a set of organs that work synchronously for sound production. The mechanisms involved are complex, and there are several techniques for speech study, from the acoustic point of view or from the morphological point of view. For the vocal tract study, magnetic resonance imaging has shown benefits, which are highlighted here. Presenting this imaging technique and demonstrating its use and contribution for speech production study, in particular for the European Portuguese Language, is the main goal of this work. Through the collection and analysis of images it was possible to obtain and build three-dimensional models of the vocal tract in various articulatory positions. Combining a synchronization technique using cardiac monitoring and with ultra-fast imaging acquisition we could also capture the undersampled dynamics and study the articulatory movements involved in the production of three syllables. The morphological and dynamic vocal tract imaging based on magnetic resonance is, given the results obtained, reliable and very important for the understanding of the speech mechanism. Additionally, this information has a multidisciplinary interest and allows various applications with great potential compared to the expected technological advances of this imaging technique.
References
Badin, P. & Serrurier, A. 2006. Three-dimensional Modeling of Speech Organs: Articulatory Data and Models. IEIC Technical Report (Institute of Electronics, Information and Communication Engineers).106(177): 29-34.
Badin, P.; Pouchoy, L.; Bailly, G.; Raybaudi, M.; Segebarth, C.; Lebas, J.F.; Tiede, M.K.; Vatikiotis-Bateson, E.; Tohkura, Y. 1998. Un modèle articulatoire tridimensionnel du conduit vocal basé sur des données IRM. Actes des 22èmes Journées d’Etude sur la Parole. Martigny, 283-286.
Baer, T.; Gore, J.C.; Gracco, L.C.; Nye, P.W.1991. Analysis of Vocal Tract Shape and Dimensions using Magnetic Resonance Imaging: Vowels. Journal of the Acoustical Society of America. 90: 799-828.
Behrends, J.; Wismuller, A. 2001. A Segmentation and Analysis Method for MRI data of the Human Vocal Tract. FIPKM-37: 179-189.
Bresch, E.; Kim, Y.; Nayak, K.; Byrd, D.; Narayanan, S. 2008. Seeing Speech: Capturing Vocal Tract Shaping Using Real-Time Magnetic Resonance Imaging. IEEE Signal Processing Magazine: 123-132.
Dang, J.; Honda, K. 1996. An improved vocal tract model of vowel production implementing piriform fossa resonance and transvelar nasal coupling. ICSLP, Philadelphia, USA: 965-968.
Demolin, D.; Metens, T.; Soquet, A. 1996. Three-dimensional Measurement of the Vocal Tract by MRI. Proceedings of the 4th International Conference on Spoken Language Processing (ICSLP). Philadelphia, USA: 272-275.
Demolin, D.; Metens, T.; Soquet, A. 2000. Real time MRI and articulatory coordinations in vowels. Proceedings of the 5th Speech Production Seminar. München, Germany.
Engwall, O. 2000. Are static MRI representative of dynamic speech? Results from a comparative study using MRI, EPG and EMA. Proceed. of 6th International Conference on Spoken Language Processing (ICSLP). Beijing, China: 17-20.
Jacinto, Luís. 2008. Em direcção a uma laringe artificial electrónica – fundamentos técnico-científicos e ensaios preliminares. Dissertação de Mestrado e engenharia Biomédica, FEUP, 2008.
Kitamura, T.; Takemoto, H.; Honda, K.; Shimada, Y.; Fujimoto, I.; Syakudo, Y.; Masaki, S.; Kuroda, K.; Oku-uchi, N.; Senda, M. 2005. Difference in vocal tract shape between upright and supine postures: Observations by an open-type MRI scanner. Acoustical Science and Technology. 26(5): 465-468.
Mády, K.; Sader, R.; Zimmermann, A.; Hoole, P.; Beer, A.; Zeilhofe, H.; Hannig, C. 2001. Use of real-time MRI in assessment of consonant articulation before and after tongue surgery and tongue reconstruction. Proceedings of the 4th International Speech Motor Conference. Nijmegen, Netherlands: 142-145.
Narayanan, S.; Nayak, K.; Lee, S.; Sethy, A.; Byrd, D. 2004. An Approach to Real-time Magnetic Resonance Imaging for Speech Production. Journal Acoustical Society of America. 115(4): 1771-76.
Rua, S.M.; Freitas, D.R. 2006. Morphological Dynamic Imaging of Human Vocal Tract. Proceedings of the Computational Modelling of Objects Represented in Images: Fundamentals, Methods and Applications (CompIMAGE). Portugal: 381-386.
Takemoto, H.; Honda, K. 2003. Measurement of Temporal Changes in Vocal Tract Area Function during a continuous vowel sequence using a 3D Cine-MRI Technique. Proceed. 6th Int. Seminar on Speech Production. Sydney, Australia: 284-289.
Teixeira, A.; Moutinho, L.C.; Coimbra, R.L. 2003. Production, Acoustic and Perceptual Studies on European Portuguese Vowels Height. 15th Int. Congress of Phonetic Sciences. Barcelona: 3033-3036.
Teixeira, A.; Silva, L.; Martinez, R.; Vaz, F. 2002. SAPWindows – Towards a Versa- tile Modular Articulatory Synthesizer. Proceedings of 2002 IEEE Workshop on Speech Synthesis. Portugal: 31-34.
Ventura, S. R.; Freitas, D. R., 2007. Modelos Morfológicos Tridimensionais por IRM do Tracto Vocal para as Principais Vogais do Português Europeu. Proc. Congresso de Métodos Numéricos e Computacionais em Engenharia e Congresso Ibero Latino- americano sobre Métodos Computacionais em Engenharia (CMNE/CILAMCE), 13-15 June, 2007. Porto, Portugal.
Ventura, S. R.; Freitas, D. R.; Tavares, J. M. 2008. Three-dimensional modeling of tongue during speech using MRI data. Proc. 8th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2008), 27th February-1st March 2008, Porto, Portugal.
Ventura, S. R.; Freitas, D. R.; Tavares, J. M. 2009a. Magnetic Resonance Imaging of the Vocal Tract: Techniques and Applications. International Conference on Imaging Theory and Applications (IMAGAPP 2009). Lisboa, Portugal.
Ventura, S. R.; Freitas, D. R.; Tavares, J. M. 2009b. Application of MRI and biomedical engineering in speech production study. Computer Methods in Biomechanics and Biomedical Engineering. 12(6): 671-81.
Ventura, S. R.; Freitas, D. R.; Tavares, J. M. 2010. Towards Dynamic Magnetic Resonance Imaging of the Vocal Tract during Speech Production. Journal of Voice, ISSN: 0892-1997, Elsevier, DOI: 10.1016/j.jvoice.
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