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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Bibliographic Details
Main Authors: Michele Ferro, Fabio Tamburini
Format: Article
Language:English
Published: Accademia University Press 2019-12-01
Series:IJCoL
Online Access:https://journals.openedition.org/ijcol/476
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