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A Multi-Level Context-Dependent Prosodic Model Applied to Durational Modeling

Type

text
 

Genre(s)

article
 

Forme(s)

document numérique
 

Cette ressource est disponible chez l'organisme suivant : Ircam - Centre Pompidou

Identification

Titre

A Multi-Level Context-Dependent Prosodic Model Applied to Durational Modeling
 

Nom(s)

Obin, Nicolas (auteur)
 
Rodet, Xavier (auteur)
 
Lacheret-Dujour, Anne (auteur)
 

Publication

Brighton, UK , 2009
 

Description

Sujet(s)

speech synthesis   prosody   multi-level model   context-dependent model
 

Résumé

We present in this article a multi-level prosodic model based on the estimation of prosodic parameters on a set of well defined linguistic units. Different linguistic units are used to represent different scales of prosodic variations (local and global forms) and thus to estimate the linguistic factors that can explain the variations of prosodic parameters independently on each level. This model is applied to the modeling of syllable-based durational parameters on two read speech corpora -laboratory and acted speech. Compared to a syllable-based baseline model, the proposed approach improves performance in terms of the temporal organization of the predicted durations (correlation score) and reduces model's complexity, when showing comparable performance in terms of relative prediction error.
 

Note(s)

Contribution au colloque ou congrès : Interspeech
 

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Date de la notice

2011-07-01 02:00:00
 

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