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3D dynamic MRI of the vocal tract during natural speech. | LitMetric

3D dynamic MRI of the vocal tract during natural speech.

Magn Reson Med

Ming Hsieh Department of Electrical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California.

Published: March 2019

AI Article Synopsis

  • A new technique for 3D dynamic MRI was developed to image the full vocal tract with high temporal resolution during natural speech, achieving impressive spatial and temporal resolutions.
  • The method utilized advanced imaging techniques and a custom coil, effectively capturing vocal tract dynamics in two healthy subjects while synchronizing audio and comparing with traditional 2D MRI.
  • The results showed detailed tongue movements and vocal tract shaping, confirming the technique's feasibility for analyzing speech dynamics without needing multiple trials.

Article Abstract

Purpose: To develop and evaluate a technique for 3D dynamic MRI of the full vocal tract at high temporal resolution during natural speech.

Methods: We demonstrate 2.4 × 2.4 × 5.8 mm spatial resolution, 61-ms temporal resolution, and a 200 × 200 × 70 mm FOV. The proposed method uses 3D gradient-echo imaging with a custom upper-airway coil, a minimum-phase slab excitation, stack-of-spirals readout, pseudo golden-angle view order in k -k , linear Cartesian order along k , and spatiotemporal finite difference constrained reconstruction, with 13-fold acceleration. This technique is evaluated using in vivo vocal tract airway data from 2 healthy subjects acquired at 1.5T scanner, 1 with synchronized audio, with 2 tasks during production of natural speech, and via comparison with interleaved multislice 2D dynamic MRI.

Results: This technique captured known dynamics of vocal tract articulators during natural speech tasks including tongue gestures during the production of consonants "s" and "l" and of consonant-vowel syllables, and was additionally consistent with 2D dynamic MRI. Coordination of lingual (tongue) movements for consonants is demonstrated via volume-of-interest analysis. Vocal tract area function dynamics revealed critical lingual constriction events along the length of the vocal tract for consonants and vowels.

Conclusion: We demonstrate feasibility of 3D dynamic MRI of the full vocal tract, with spatiotemporal resolution adequate to visualize lingual movements for consonants and vocal tact shaping during natural productions of consonant-vowel syllables, without requiring multiple repetitions.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6347527PMC
http://dx.doi.org/10.1002/mrm.27570DOI Listing

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