Automatic Segmentation of Vocal Tract Articulators in Real-Time Magnetic Resonance Imaging

Vinicius de Paulo Souza Ribeiro
LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Université de Lorraine

Contact me:
E-mail: vinicius.ribeiro1@gmail.com
LinkedIn: https://www.linkedin.com/in/vribeiro1/
Web: https://vribeiro1.github.io

Deep Supervision of the Vocal Tract Shape for Articulatory Synthesis of Speech
Vinicius Ribeiro
Ph.D. Thesis
Automatic Segmentation of Vocal Tract Articulators in Real-Time Magnetic Resonance Imaging
Vinicius Ribeiro, Karyna Isaieva, Justine Leclere, Jacques Felblinger, Pierre-André Vuissoz, Yves Laprie
Nov 10, 2023 Computer Methods and Programs in Biomedicine

This repository requires vt_tools (Github, Gitlab) and vt_tracker (Gitlab). To install the library, follow the instructions bellow.

>>> git clone git@gitlab.inria.fr:vsouzari/vt_tools.git
>>> git clone git@gitlab.inria.fr:vsouzari/vt_tracker.git

>>> pip3 install -e /path/to/vt_tools
>>> pip3 install -e /path/to/vt_tracker

Name		Name	Last commit message	Last commit date
Latest commit History 157 Commits
config		config
track_incisors		track_incisors
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
augmentations.py		augmentations.py
consolidate_fine_tuning_results.py		consolidate_fine_tuning_results.py
consolidate_tracking_results.py		consolidate_tracking_results.py
dataset.py		dataset.py
evaluation.py		evaluation.py
helpers.py		helpers.py
inference_maskrcnn.py		inference_maskrcnn.py
loss.py		loss.py
read_roi.py		read_roi.py
requirements.txt		requirements.txt
settings.py		settings.py
test_maskrcnn.py		test_maskrcnn.py
track_articulators.py		track_articulators.py
track_lower_incisor.py		track_lower_incisor.py
track_upper_incisor.py		track_upper_incisor.py
train_maskrcnn.py		train_maskrcnn.py

Provide feedback