Speech recognition using cepstral articulatory features

S Najnin, B Banerjee - Speech Communication, 2019 - Elsevier
Though speech recognition has been widely investigated in the past decades, the role of
articulation in recognition has received scant attention. Recognition accuracy increases …

Learning robust speech representation with an articulatory-regularized variational autoencoder

MA Georges, L Girin, JL Schwartz, T Hueber - arXiv preprint arXiv …, 2021 - arxiv.org
It is increasingly considered that human speech perception and production both rely on
articulatory representations. In this paper, we investigate whether this type of representation …

Apprentissage auto-supervisé des relations entre sons, gestes articulatoires et unités de la parole pour le contrôle de la production: vers un agent apprenant à parler

MA Georges - 2023 - theses.hal.science
Ce travail de thèse vise à étudier, par le biais de la modélisation et de la simulation, les
mécanismes d'apprentissage des relations entre les sons de la parole, les gestes …

On Deep Learning strategies to address Automatic Speech Recognition (ASR) for dysarthric speech

R Turrisi - 2021 - sfera.unife.it
L'obiettivo di questa tesi è quello di sviluppare tecniche di deep learning per sistemi di
riconoscimento vocale (RV) per persone affette da disartria. La disartria è un disordine …