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 …

Beyond the edge: Markerless pose estimation of speech articulators from ultrasound and camera images using DeepLabCut

A Wrench, J Balch-Tomes - Sensors, 2022 - mdpi.com
Automatic feature extraction from images of speech articulators is currently achieved by
detecting edges. Here, we investigate the use of pose estimation deep neural nets with …

Multi-hypothesis tracking of the tongue surface in ultrasound video recordings of normal and impaired speech

C Laporte, L Ménard - Medical image analysis, 2018 - Elsevier
Characterizing tongue shape and motion, as they appear in real-time ultrasound (US)
images, is of interest to the study of healthy and impaired speech production. Quantitative …

Encoder-decoder CNN models for automatic tracking of tongue contours in real-time ultrasound data

MH Mozaffari, WS Lee - Methods, 2020 - Elsevier
One application of medical ultrasound imaging is to visualize and characterize human
tongue shape and motion in real-time to study healthy or impaired speech production. Due …

Robust contour tracking in ultrasound tongue image sequences

K Xu, Y Yang, M Stone… - Clinical linguistics & …, 2016 - Taylor & Francis
ABSTRACT A new contour-tracking algorithm is presented for ultrasound tongue image
sequences, which can follow the motion of tongue contours over long durations with good …

[HTML][HTML] A comparative study on the contour tracking algorithms in ultrasound tongue images with automatic re-initialization

K Xu, T Gábor Csapó, P Roussel… - The Journal of the …, 2016 - pubs.aip.org
The feasibility of an automatic re-initialization of contour tracking is explored by using an
image similarity-based method in the ultrasound tongue sequences. To this end, the re …

Automated tongue contour extraction from ultrasound sequences using signal enhancing neural network and energy minimized spline

A Verma, N Singh, V Khanna, BP Singh… - Multimedia Tools and …, 2024 - Springer
Ultrasonography is widely used in linguistic study, speech therapy, language training, and
impaired speech production. Real-time visualization of the shape, contour, and motion of the …

A CNN-based tool for automatic tongue contour tracking in ultrasound images

J Zhu, W Styler, I Calloway - arXiv preprint arXiv:1907.10210, 2019 - arxiv.org
For speech research, ultrasound tongue imaging provides a non-invasive means for
visualizing tongue position and movement during articulation. Extracting tongue contours …

Deep visual nerve tracking in ultrasound images

M Alkhatib, A Hafiane, P Vieyres, A Delbos - Computerized Medical Imaging …, 2019 - Elsevier
Ultrasound-guided regional anesthesia (UGRA) becomes a standard procedure in surgical
operations and pain management, offers the advantages of nerve localization, and provides …

Quantitative imaging of tongue kinematics during infant feeding and adult swallowing reveals highly conserved patterns

CW Genna, Y Saperstein, SA Siegel… - Physiological …, 2021 - Wiley Online Library
Tongue motility is an essential physiological component of human feeding from infancy
through adulthood. At present, it is a challenge to distinguish among the many pathologies …