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phoneme_recognition
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phoneme_to_articulation
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scripts
scripts
 
 
thesis_config
thesis_config
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
area_function.py
area_function.py
 
 
database_collector.py
database_collector.py
 
 
generate_vocal_tract_shape.py
generate_vocal_tract_shape.py
 
 
generate_vocal_tract_shape_v2.py
generate_vocal_tract_shape_v2.py
 
 
helpers.py
helpers.py
 
 
metrics.py
metrics.py
 
 
report_phoneme_to_articulation.py
report_phoneme_to_articulation.py
 
 
requirements.txt
requirements.txt
 
 
settings.py
settings.py
 
 
test_phoneme_recognition.py
test_phoneme_recognition.py
 
 
test_phoneme_to_articulation.py
test_phoneme_to_articulation.py
 
 
test_phoneme_to_articulation_transformer.py
test_phoneme_to_articulation_transformer.py
 
 
test_phoneme_to_principal_components.py
test_phoneme_to_principal_components.py
 
 
test_phoneme_wise_mean_contour.py
test_phoneme_wise_mean_contour.py
 
 
test_principal_components_autoencoder.py
test_principal_components_autoencoder.py
 
 
tract_variables.py
tract_variables.py
 
 
train_articulatory_PCA.py
train_articulatory_PCA.py
 
 
train_phoneme_recognition.py
train_phoneme_recognition.py
 
 
train_phoneme_to_articulation.py
train_phoneme_to_articulation.py
 
 
train_phoneme_to_articulation_transformer.py
train_phoneme_to_articulation_transformer.py
 
 
train_phoneme_to_principal_components.py
train_phoneme_to_principal_components.py
 
 
train_phoneme_wise_mean_contour.py
train_phoneme_wise_mean_contour.py
 
 
train_principal_components_autoencoder.py
train_principal_components_autoencoder.py
 
 
video.py
video.py
 
 
vocal_tract_loader.py
vocal_tract_loader.py
 
 

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Articulatory Synthesis of Speech

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

Related publications

  • Deep Supervision of the Vocal Tract Shape for Articulatory Synthesis of Speech
    Vinicius Ribeiro
    Ph.D. Thesis
  • Evaluating Speech Articulation Synthesis with Articulatory Phoneme Recognition
    Vinicius Ribeiro, Yves Laprie
    May 20, 2026, Accepted for publication at EUSIPCO 2026
  • Autoencoder-Based Tongue Shape Estimation During Continuous Speech
    Vinicius Ribeiro, Yves Laprie
    Sep 18, 2022 Interspeech 2022
  • Automatic Generation of the Complete Vocal Tract Shape from the Sequence of Phonemes to be Articulated
    Vinicius Ribeiro, Karyna Isaieva, Justine Leclere, Pierre-André Vuissoz, Yves Laprie
    Apr 22, 2022 Speech Communication
  • Towards the Prediction of the Vocal Tract Shape from the Sequence of Phonemes to be Articulated
    Vinicius Ribeiro, Karyna Isaieva, Justine Leclere, Pierre-André Vuissoz, Yves Laprie
    Aug 30, 2021 Interspeech 2021

External dependencies

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

  1. Clone the repo
    2. >>> git clone git@gitlab.inria.fr:vsouzari/vt_tools.git
>>> git clone git@gitlab.inria.fr:vsouzari/vt_shape_gen.git
  2. Install the repo
    3. >>> pip3 install -e /path/to/vt_tools
>>> pip3 install -e /path/to/vt_shape_gen

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