Articulatory Configurations across Genders and Periods in French Radio and TV archives

Fuente: arXiv
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Auteurs principaux: Elie, Benjamin, Doukhan, David, Uro, Rémi, Ondel-Yang, Lucas, Rilliard, Albert, Devauchelle, Simon
Format: Preprint
Publié: 2024
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author Elie, Benjamin
Doukhan, David
Uro, Rémi
Ondel-Yang, Lucas
Rilliard, Albert
Devauchelle, Simon
author_facet Elie, Benjamin
Doukhan, David
Uro, Rémi
Ondel-Yang, Lucas
Rilliard, Albert
Devauchelle, Simon
contents This paper studies changes in articulatory configurations across genders and periods using an inversion from acoustic to articulatory parameters. From a diachronic corpus based on French media archives spanning 60 years from 1955 to 2015, automatic transcription and forced alignment allowed extracting the central frame of each vowel. More than one million frames were obtained from over a thousand speakers across gender and age categories. Their formants were used from these vocalic frames to fit the parameters of Maeda's articulatory model. Evaluations of the quality of these processes are provided. We focus here on two parameters of Maeda's model linked to total vocal tract length: the relative position of the larynx (higher for females) and the lips protrusion (more protruded for males). Implications for voice quality across genders are discussed. The effect across periods seems gender independent; thus, the assertion that females lowered their pitch with time is not supported.
format Preprint
id arxiv_https___arxiv_org_abs_2408_04519
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Articulatory Configurations across Genders and Periods in French Radio and TV archives
Elie, Benjamin
Doukhan, David
Uro, Rémi
Ondel-Yang, Lucas
Rilliard, Albert
Devauchelle, Simon
Audio and Speech Processing
Computation and Language
Computers and Society
Sound
This paper studies changes in articulatory configurations across genders and periods using an inversion from acoustic to articulatory parameters. From a diachronic corpus based on French media archives spanning 60 years from 1955 to 2015, automatic transcription and forced alignment allowed extracting the central frame of each vowel. More than one million frames were obtained from over a thousand speakers across gender and age categories. Their formants were used from these vocalic frames to fit the parameters of Maeda's articulatory model. Evaluations of the quality of these processes are provided. We focus here on two parameters of Maeda's model linked to total vocal tract length: the relative position of the larynx (higher for females) and the lips protrusion (more protruded for males). Implications for voice quality across genders are discussed. The effect across periods seems gender independent; thus, the assertion that females lowered their pitch with time is not supported.
title Articulatory Configurations across Genders and Periods in French Radio and TV archives
topic Audio and Speech Processing
Computation and Language
Computers and Society
Sound
url https://arxiv.org/abs/2408.04519