Real‐time magnetic resonance imaging

KS Nayak, Y Lim… - Journal of Magnetic …, 2022 - Wiley Online Library
Real‐time magnetic resonance imaging (RT‐MRI) allows for imaging dynamic processes as
they occur, without relying on any repetition or synchronization. This is made possible by …

Tongue contour tracking and segmentation in lingual ultrasound for speech recognition: A review

K Al-Hammuri, F Gebali, I Thirumarai Chelvan… - Diagnostics, 2022 - mdpi.com
Lingual ultrasound imaging is essential in linguistic research and speech recognition. It has
been used widely in different applications as visual feedback to enhance language learning …

Deblurring for spiral real‐time MRI using convolutional neural networks

Y Lim, Y Bliesener, S Narayanan… - Magnetic resonance in …, 2020 - Wiley Online Library
Purpose To develop and evaluate a fast and effective method for deblurring spiral real‐time
MRI (RT‐MRI) using convolutional neural networks. Methods We demonstrate a 3‐layer …

3D dynamic MRI of the vocal tract during natural speech

Y Lim, Y Zhu, SG Lingala, D Byrd… - Magnetic resonance …, 2019 - Wiley Online Library
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 …

A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images

Y Lim, A Toutios, Y Bliesener, Y Tian, SG Lingala… - Scientific data, 2021 - nature.com
Real-time magnetic resonance imaging (RT-MRI) of human speech production is enabling
significant advances in speech science, linguistics, bio-inspired speech technology …

Multimodal dataset of real-time 2D and static 3D MRI of healthy French speakers

K Isaieva, Y Laprie, J Leclère, IK Douros, J Felblinger… - Scientific Data, 2021 - nature.com
The study of articulatory gestures has a wide spectrum of applications, notably in speech
production and recognition. Sets of phonemes, as well as their articulation, are language …

Dynamic off‐resonance correction for spiral real‐time MRI of speech

Y Lim, SG Lingala, SS Narayanan… - Magnetic resonance in …, 2019 - Wiley Online Library
Purpose To improve the depiction and tracking of vocal tract articulators in spiral real‐time
MRI (RT‐MRI) of speech production by estimating and correcting for dynamic changes in off …

Super-resolved dynamic 3D reconstruction of the vocal tract during natural speech

K Isaieva, F Odille, Y Laprie, G Drouot, J Felblinger… - Journal of …, 2023 - mdpi.com
MRI is the gold standard modality for speech imaging. However, it remains relatively slow,
which complicates imaging of fast movements. Thus, an MRI of the vocal tract is often …

Real-time speech MRI datasets with corresponding articulator ground-truth segmentations

M Ruthven, AM Peplinski, DM Adams, AP King… - Scientific Data, 2023 - nature.com
The use of real-time magnetic resonance imaging (rt-MRI) of speech is increasing in clinical
practice and speech science research. Analysis of such images often requires segmentation …

[PDF][PDF] Database of Volumetric and Real-Time Vocal Tract MRI for Speech Science.

T Sorensen, ZI Skordilis, A Toutios, YC Kim, Y Zhu… - Interspeech, 2017 - researchgate.net
We present the USC Speech and Vocal Tract Morphology MRI Database, a 17-speaker
magnetic resonance imaging database for speech research. The database consists of real …