Back to Search
Start Over
A fast and flexible MRI system for the study of dynamic vocal tract shaping
- Source :
- Magnetic Resonance in Medicine. 77:112-125
- Publication Year :
- 2016
- Publisher :
- Wiley, 2016.
-
Abstract
- Purpose The aim of this work was to develop and evaluate an MRI-based system for study of dynamic vocal tract shaping during speech production, which provides high spatial and temporal resolution. Methods The proposed system utilizes (a) custom eight-channel upper airway coils that have high sensitivity to upper airway regions of interest, (b) two-dimensional golden angle spiral gradient echo acquisition, (c) on-the-fly view-sharing reconstruction, and (d) off-line temporal finite difference constrained reconstruction. The system also provides simultaneous noise-cancelled and temporally aligned audio. The system is evaluated in 3 healthy volunteers, and 1 tongue cancer patient, with a broad range of speech tasks. Results We report spatiotemporal resolutions of 2.4 × 2.4 mm2 every 12 ms for single-slice imaging, and 2.4 × 2.4 mm2 every 36 ms for three-slice imaging, which reflects roughly 7-fold acceleration over Nyquist sampling. This system demonstrates improved temporal fidelity in capturing rapid vocal tract shaping for tasks, such as producing consonant clusters in speech, and beat-boxing sounds. Novel acoustic-articulatory analysis was also demonstrated. Conclusion A synergistic combination of custom coils, spiral acquisitions, and constrained reconstruction enables visualization of rapid speech with high spatiotemporal resolution in multiple planes. Magn Reson Med 77:112–125, 2017. © 2016 Wiley Periodicals, Inc.
- Subjects :
- Adult
Male
Speech production
Sound Spectrography
Computer science
Speech recognition
Vocal Cords
Signal-To-Noise Ratio
Article
030218 nuclear medicine & medical imaging
RAPID SPEECH
03 medical and health sciences
0302 clinical medicine
Image Processing, Computer-Assisted
medicine
Humans
Speech
Radiology, Nuclear Medicine and imaging
Computer vision
Sensitivity (control systems)
Spiral
business.industry
Signal Processing, Computer-Assisted
Magnetic Resonance Imaging
Tongue Neoplasms
Visualization
Temporal resolution
Female
Artificial intelligence
Golden angle
medicine.symptom
business
Algorithms
030217 neurology & neurosurgery
Vocal tract
Subjects
Details
- ISSN :
- 15222594 and 07403194
- Volume :
- 77
- Database :
- OpenAIRE
- Journal :
- Magnetic Resonance in Medicine
- Accession number :
- edsair.doi.dedup.....42a55d0ff14cf4921cd63021a39969a0