Using Deep Neural Networks for Smoothing Pitch Profiles in Connected Speech

This paper presents a new pitch tracking smoother based on deep neural networks (DNN). It leverages Long Short-Term Memories, a particular kind of recurrent neural network, for correcting pitch detection errors produced by state-of-the-art Pitch Detection Algorithms. The proposed system has been ext...

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Détails bibliographiques
Dans:URI:https://journals.openedition.org/ijcol,
Auteurs principaux: Ferro, Michele, Tamburini, Fabio
Format: Article ou chapitre numérique
Langue:Anglais
Publié: IJCoL 2020
Accès en ligne:Accès Université d'Orléans et IFPM
Accès Université d'Orléans et IFPM

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https://ezproxy.univ-orleans.fr/login?url=https://doi.org/10.4000/ijcol.476
https://ezproxy.univ-orleans.fr/login?url=https://journals.openedition.org/ijcol/476