Voice Quality Modelling for Expressive Speech Synthesis

This paper presents the perceptual experiments that were carried out in order to validate the methodology of transforming expressive speech styles using voice quality (VoQ) parameters modelling, along with the well-known prosody (F0, duration, and energy), from a neutral style into a number of expre...

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Main Authors: Carlos Monzo, Ignasi Iriondo, Joan Claudi Socoró
Format: Article
Language:English
Published: Wiley 2014-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2014/627189
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author Carlos Monzo
Ignasi Iriondo
Joan Claudi Socoró
author_facet Carlos Monzo
Ignasi Iriondo
Joan Claudi Socoró
author_sort Carlos Monzo
collection DOAJ
description This paper presents the perceptual experiments that were carried out in order to validate the methodology of transforming expressive speech styles using voice quality (VoQ) parameters modelling, along with the well-known prosody (F0, duration, and energy), from a neutral style into a number of expressive ones. The main goal was to validate the usefulness of VoQ in the enhancement of expressive synthetic speech in terms of speech quality and style identification. A harmonic plus noise model (HNM) was used to modify VoQ and prosodic parameters that were extracted from an expressive speech corpus. Perception test results indicated the improvement of obtained expressive speech styles using VoQ modelling along with prosodic characteristics.
format Article
id doaj-art-34a5816fdf984c498c93c4f73edb37b9
institution Kabale University
issn 2356-6140
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language English
publishDate 2014-01-01
publisher Wiley
record_format Article
series The Scientific World Journal
spelling doaj-art-34a5816fdf984c498c93c4f73edb37b92025-02-03T06:01:19ZengWileyThe Scientific World Journal2356-61401537-744X2014-01-01201410.1155/2014/627189627189Voice Quality Modelling for Expressive Speech SynthesisCarlos Monzo0Ignasi Iriondo1Joan Claudi Socoró2Computer Science, Multimedia and Telecommunication Studies, Universitat Oberta de Catalunya (UOC), Rambla del Poblenou 156, 08018 Barcelona, SpainGrup de Recerca en Tecnologies Mèdia (GTM), Universitat Ramon Llull, La Salle, Quatre Camins 2, 08022 Barcelona, SpainGrup de Recerca en Tecnologies Mèdia (GTM), Universitat Ramon Llull, La Salle, Quatre Camins 2, 08022 Barcelona, SpainThis paper presents the perceptual experiments that were carried out in order to validate the methodology of transforming expressive speech styles using voice quality (VoQ) parameters modelling, along with the well-known prosody (F0, duration, and energy), from a neutral style into a number of expressive ones. The main goal was to validate the usefulness of VoQ in the enhancement of expressive synthetic speech in terms of speech quality and style identification. A harmonic plus noise model (HNM) was used to modify VoQ and prosodic parameters that were extracted from an expressive speech corpus. Perception test results indicated the improvement of obtained expressive speech styles using VoQ modelling along with prosodic characteristics.http://dx.doi.org/10.1155/2014/627189
spellingShingle Carlos Monzo
Ignasi Iriondo
Joan Claudi Socoró
Voice Quality Modelling for Expressive Speech Synthesis
The Scientific World Journal
title Voice Quality Modelling for Expressive Speech Synthesis
title_full Voice Quality Modelling for Expressive Speech Synthesis
title_fullStr Voice Quality Modelling for Expressive Speech Synthesis
title_full_unstemmed Voice Quality Modelling for Expressive Speech Synthesis
title_short Voice Quality Modelling for Expressive Speech Synthesis
title_sort voice quality modelling for expressive speech synthesis
url http://dx.doi.org/10.1155/2014/627189
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AT ignasiiriondo voicequalitymodellingforexpressivespeechsynthesis
AT joanclaudisocoro voicequalitymodellingforexpressivespeechsynthesis