Dynamic speech magnetic resonance imaging (DSMRI) is a promising technique for visualizing articulatory motion in real time. However, many existing applications of DSMRI have been limited by slow imaging speed and the lack of quantitative motion analysis. In this paper, we present a novel DS-MRI technique to simultaneously estimate dynamic image sequence of speech and the associated deformation field. Extending on our previous Partial Separability (PS) model-based methods, the proposed technique visualizes both speech motion and deformation with a spatial resolution of 2.2 × 2.2 mm(2) and a nominal frame rate of 100 fps. Also, the technique enables direct analysis of articulatory motion through the deformation fields. Effectiveness of the method is systematically examined via in vivo experiments. Utilizing the obtained high-resolution images and deformation fields, we also performed a phonetics study on Brazilian Portuguese to show the method's practical utility.
Pharyngealized speech sounds in Arabic are
articulated with a secondary posterior constriction and a lowered
tongue body. This articulatory configuration spreads to adjacent and
neighboring segments and has the acoustic consequence of lowering F2
in affected vowels. This study demonstrates that real-time Magnetic
Resonance Imaging (rtMRI) can be successfully used to examine the
role of (1) vowel length and (2) direction of spread in the extent
of the articulatory modifications that occur in the segments to
which pharyngealization spreads. Parallel acoustic measurements are
also acquired to examine and compare the extent of modifications in
formant frequencies. Results from both articulatory and acoustic
data demonstrate that the extent of pharyngealization spread
significantly varies with respect to these two factors.
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