Lingala Sajan Goud, Zhu Yinghua, Kim Yoon-Chul, Toutios Asterios, Narayanan Shrikanth, Nayak Krishna S
Electrical Engineering, University of Southern California, Los Angeles, CA.
Samsung Medical Center, Seoul, South Korea.
Magn Reson Med. 2017 Jan;77(1):112-125. doi: 10.1002/mrm.26090. Epub 2016 Jan 17.
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.
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.
We report spatiotemporal resolutions of 2.4 × 2.4 mm every 12 ms for single-slice imaging, and 2.4 × 2.4 mm 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.
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.
本研究旨在开发并评估一种基于磁共振成像(MRI)的系统,用于研究言语产生过程中动态声道塑形,该系统具有高空间和时间分辨率。
所提出的系统利用(a)对感兴趣的上气道区域具有高灵敏度的定制八通道上气道线圈,(b)二维黄金角螺旋梯度回波采集,(c)实时视图共享重建,以及(d)离线时间有限差分约束重建。该系统还提供同步的噪声消除和时间对齐音频。在3名健康志愿者和1名舌癌患者中对该系统进行了评估,涉及广泛的言语任务。
我们报告单切片成像时每12毫秒的时空分辨率为2.4×2.4毫米,三切片成像时每36毫秒的时空分辨率为2.4×2.4毫米,这反映出比奈奎斯特采样快约7倍。该系统在捕捉快速声道塑形方面表现出更高的时间保真度,例如在言语中产生辅音群和口技声音等任务。还展示了新颖的声学-发音分析。
定制线圈、螺旋采集和约束重建的协同组合能够在多个平面以高时空分辨率可视化快速言语。《磁共振医学》77:112 - 125, 2017。© 2016威利期刊公司。