Measuring Tongue Shapes and Positions with Ultrasound Imaging: A Validation Experiment Using an Articulatory Model

Objective: The goal of this paper is to assess the validity of various metrics developed to characterize tongue shapes and positions collected through ultrasound imaging in experimental setups where the probe is not constrained relative to the subject’s head. Patients and Methods: Midsagittal contours were generated using an articulatory-acoustic model of the vocal tract. Sections of the tongue were extracted to simulate ultrasound imaging. Various transformations were applied to the tongue contours in order to simulate ultrasound probe displacements: vertical displacement, horizontal displacement, and rotation. The proposed data analysis method reshapes tongue contours into triangles and then extracts measures of angles, x and y coordinates of the highest point of the tongue, curvature degree, and curvature position. Results: Parameters related to the absolute tongue position (tongue height and front/back position) are more sensitive to horizontal and vertical displacements of the probe, whereas parameters related to tongue curvature are less sensitive to such displacements. Conclusion: Because of their robustness to probe displacements, parameters related to tongue shape (especially curvature) are particularly well suited to cases where the transducer is not constrained relative to the head (studies with clinical populations or children).

[1]  Lisa Davidson Addressing phonological questions with ultrasound , 2005, Clinical linguistics & phonetics.

[2]  Eric Vatikiotis-Bateson,et al.  The Haskins optically corrected ultrasound system (HOCUS). , 2005, Journal of speech, language, and hearing research : JSLHR.

[3]  Jérôme Aubin Compensation for a labial perturbation : An acoustic and articulatory study of child and adult French speakers , 2006 .

[4]  David J. Ostry,et al.  HOCUS: The Haskins optically-corrected ultrasound system for measuring speech articulation , 2004 .

[5]  B. Gick,et al.  Speech habilitation of hard of hearing adolescents using electropalatography and ultrasound as evaluated by trained listeners , 2003, Clinical linguistics & phonetics.

[6]  Louis-Jean Boë,et al.  Auditory normalization of French vowels synthesized by an articulatory model simulating growth from birth to adulthood. , 2002, The Journal of the Acoustical Society of America.

[7]  Bryan Gick,et al.  The use of ultrasound for linguistic phonetic fieldwork , 2002, Journal of the International Phonetic Association.

[8]  S. Dupont,et al.  Production and perception of French vowels by congenitally blind adults and sighted adults. , 2009, The Journal of the Acoustical Society of America.

[9]  Marcy Adler-Bock Visual feedback from ultrasound in remediation of persistent /r/ errors : case studies of two adolescents , 2004 .

[10]  Khalil Iskarous Detecting the edge of the tongue: A tutorial , 2005, Clinical linguistics & phonetics.

[11]  Gérard Bailly,et al.  Articulatori-acoustic vowel prototypes for speech production , 1995, EUROSPEECH.

[12]  M H Cohen,et al.  Electromagnetic midsagittal articulometer systems for transducing speech articulatory movements. , 1992, The Journal of the Acoustical Society of America.

[13]  Bryan Gick,et al.  Techniques for field application of lingual ultrasound imaging , 2005, Clinical linguistics & phonetics.

[14]  Lisa Davidson Comparing tongue shapes from ultrasound imaging using smoothing spline analysis of variance. , 2006, The Journal of the Acoustical Society of America.

[15]  M. Proctor,et al.  Trills and palatalization: consequences for sound change , 2009 .

[16]  B. Gick,et al.  Ultrasound in speech therapy with adolescents and adults , 2005, Clinical linguistics & phonetics.

[17]  S. Maeda An articulatory model of the tongue based on a statistical analysis , 1979 .

[18]  Jonathan C Irish,et al.  Quantitative Three-Dimensional Ultrasound Imaging of Partially Resected Tongues , 2007, Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery.

[19]  Sylvie M. Wodzinski,et al.  Ultrasound study of velar-vowel coarticulation , 2006 .

[20]  Nathalie Vallée Systèmes vocaliques : de la typologie aux prédictions , 1994 .

[21]  Raymond D. Kent,et al.  X‐ray microbeam speech production database , 1990 .

[22]  Khalil Iskarous,et al.  Digital acquisition of ultrasound imaging of the tongue , 2008 .

[23]  Khalil Iskarous,et al.  Functional segments in tongue movement , 2004, Clinical linguistics & phonetics.

[24]  Bryan Gick,et al.  11. Ultrasound imaging applications in second language acquisition , 2008 .

[25]  Louis-Jean Boë,et al.  Role of vocal tract morphology in speech development: perceptual targets and sensorimotor maps for synthesized French vowels from birth to adulthood. , 2004, Journal of speech, language, and hearing research : JSLHR.

[26]  Jeff Mielke,et al.  Palatron: a technique for aligning ultrasound images of the tongue and palate , 2005 .

[27]  Michael I. Jordan,et al.  Forward Models: Supervised Learning with a Distal Teacher , 1992, Cogn. Sci..

[28]  Khalil Iskarous,et al.  Patterns of tongue movement , 2005, J. Phonetics.

[29]  Louis-Jean Boë,et al.  MODELLING THE GROWTH OF THE VOCAL TRACT VOWEL SPACES OF NEWLY-BORN INFANTS AND ADULTS CONSEQUENCES FOR ONTOGENESIS AND PHYLOGENESIS , 1999 .

[30]  Amanda L. Miller,et al.  The acoustics of mangetti dune !xung clicks , 2009, INTERSPEECH.

[31]  J. Schwartz,et al.  The Dispersion-Focalization Theory of vowel systems , 1997 .

[32]  B. Lindblom Phonetic Universals in Vowel Systems , 1986 .

[33]  R. Gilbert,et al.  Quantitative three‐dimensional ultrasound analysis of tongue protrusion, grooving and symmetry: Data from 12 normal speakers and a partial glossectomee , 2005, Clinical linguistics & phonetics.

[34]  Ursula Gisela Goldstein,et al.  An articulatory model for the vocal tracts of growing children , 1980 .