Ajout automatique de disfluences pour la synthèse de la parole spontanée : formalisation et preuve de concept

Raheel Qader 1 Gwénolé Lecorvé 1 Damien Lolive 1 Pascale Sébillot 2
1 EXPRESSION - Expressiveness in Human Centered Data/Media
UBS - Université de Bretagne Sud, IRISA-D6 - MEDIA ET INTERACTIONS
2 LinkMedia - Creating and exploiting explicit links between multimedia fragments
Inria Rennes – Bretagne Atlantique , IRISA-D6 - MEDIA ET INTERACTIONS
Abstract : This paper presents an exploratory work on the automatic insertion of disfluencies in text-to-speech systems. By inserting pauses, repetitions and revisions, the objective is to make synthetic speech more spontaneous and expressive. To achieve this task, we formalize the problem as a theoretical process, where transformation functions are iteratively composed. This is a novel contribution since most of the previous work either focus on the detection or cleaning of disfluencies in speech transcripts, or solely concentrate on pause insertion in text-to-speech. We present a first implementation of the proposed process using conditional random fields and language models, before conducting objective and perceptual evaluations. These experiments lead to the conclusion that our proposition is effective to generate disfluencies, and highlights perpectives for future improvements.
Complete list of metadatas

Cited literature [15 references]  Display  Hide  Download

https://hal.inria.fr/hal-01532031
Contributor : Gwénolé Lecorvé <>
Submitted on : Wednesday, July 5, 2017 - 4:20:29 PM
Last modification on : Friday, September 13, 2019 - 9:48:07 AM
Long-term archiving on : Tuesday, January 23, 2018 - 9:17:13 PM

File

disfluency-generation.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01532031, version 2

Citation

Raheel Qader, Gwénolé Lecorvé, Damien Lolive, Pascale Sébillot. Ajout automatique de disfluences pour la synthèse de la parole spontanée : formalisation et preuve de concept. Traitement automatique du langage naturel (TALN), Jun 2017, Orléans, France. ⟨hal-01532031v2⟩

Share

Metrics

Record views

841

Files downloads

320