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 …
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 …
detecting edges. Here, we investigate the use of pose estimation deep neural nets with …
Automated tongue contour extraction from ultrasound sequences using signal enhancing neural network and energy minimized spline
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 …
impaired speech production. Real-time visualization of the shape, contour, and motion of the …
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 …
tongue shape and motion in real-time to study healthy or impaired speech production. Due …
A systematic review of the application of machine learning techniques to ultrasound tongue imaging analysis
Z Xia, R Yuan, Y Cao, T Sun, Y Xiong… - The Journal of the …, 2024 - pubs.aip.org
B-mode ultrasound has emerged as a prevalent tool for observing tongue motion in speech
production, gaining traction in speech therapy applications. However, the effective analysis …
production, gaining traction in speech therapy applications. However, the effective analysis …
[HTML][HTML] Domain adaptation for ultrasound tongue contour extraction using transfer learning: A deep learning approach
M Hamed Mozaffari, WS Lee - The Journal of the Acoustical Society of …, 2019 - pubs.aip.org
Automatic and precise delineating of the tongue surface in real-time frames is a challenging
task because of the noisy nature of ultrasound images and rapid changes of the tongue …
task because of the noisy nature of ultrasound images and rapid changes of the tongue …
Audio segmentation techniques and applications based on deep learning
Audio processing has become an inseparable part of modern applications in domains
ranging from health care to speech‐controlled devices. In automated audio segmentation …
ranging from health care to speech‐controlled devices. In automated audio segmentation …
A CNN-based tool for automatic tongue contour tracking in ultrasound images
For speech research, ultrasound tongue imaging provides a non-invasive means for
visualizing tongue position and movement during articulation. Extracting tongue contours …
visualizing tongue position and movement during articulation. Extracting tongue contours …
wUnet: A new network used for ultrasonic tongue contour extraction
G Li, J Chen, Y Liu, J Wei - Speech Communication, 2022 - Elsevier
Ultrasound imaging is becoming a practical tool in silent speech recognition. It is a
challenge to accurately extract tongue contours due to the soft tissue characteristics of the …
challenge to accurately extract tongue contours due to the soft tissue characteristics of the …
Recording and analyzing kinematic data in children and adults with SOLLAR: Sonographic & Optical Linguo-Labial Articulation Recording system
Understanding the development of spoken language in young children has become
increasingly important for advancing basic theories of language acquisition and for clinical …
increasingly important for advancing basic theories of language acquisition and for clinical …