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 …
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 …
Digital image based segmentation and classification of tongue cancer using CNN
Due to the change in life style after covid-19 there is demand for non-invasive contact less
healthcare monitoring systems. In India oral cancer rate are increasing and becoming the …
healthcare monitoring systems. In India oral cancer rate are increasing and becoming the …
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 …
Silent versus modal multi-speaker speech recognition from ultrasound and video
We investigate multi-speaker speech recognition from ultrasound images of the tongue and
video images of the lips. We train our systems on imaging data from modal speech, and …
video images of the lips. We train our systems on imaging data from modal speech, and …
Raw ultrasound-based phonetic segments classification via mask modeling
Ultrasound tongue imaging is widely used in clinical linguistics and phonetics. Recently,
deep neural networks, especially convolutional neural networks, have been widely used in …
deep neural networks, especially convolutional neural networks, have been widely used in …
Deep learning for automatic tracking of tongue surface in real-time ultrasound videos, Landmarks instead of Contours
MH Mozaffari, N Yamane… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
One usage of medical ultrasound imaging is to visualize and characterize human tongue
shape and motion during a real-time speech to study healthy or impaired speech production …
shape and motion during a real-time speech to study healthy or impaired speech production …
Automatic tongue delineation from mri images with a convolutional neural network approach
Tongue contour extraction from real-time magnetic resonance images is a nontrivial task
due to the presence of artifacts manifesting in form of blurring or ghostly contours. In this …
due to the presence of artifacts manifesting in form of blurring or ghostly contours. In this …
Masked Modeling-Based Ultrasound Image Classification via Self-Supervised Learning
Recently, deep learning-based methods have emerged as the preferred approach for
ultrasound data analysis. However, these methods often require large-scale annotated …
ultrasound data analysis. However, these methods often require large-scale annotated …