Reproducibility in speech rate convergence experiments - Aix-Marseille Université Access content directly
Journal Articles Language Resources and Evaluation Year : 2021

Reproducibility in speech rate convergence experiments

Abstract

The reproducibility of scientific studies grounded on language corpora requires approaching each step carefully, from data selection and pre-processing to significance testing. In this paper, we report on our reproduction of a recent study based on a well-known conversational corpus (Switchboard). The reproduced study Cohen Priva et al. (J Acoust Soc Am 141(5):2989–2996, 2017) focuses on speech rate convergence between speakers in conversation. While our reproduction confirms the main result of the original study, it also shows interesting variations in the details. In addition, we tested the original study for the robustness of its data selection and pre-processing, as well as the underlying model of speech rate, the variable observed. Our analysis shows that another approach is needed to take into account the complex aspects of speech rate in conversations. Another benefit of reproducing previous studies is to take analysis a step further, testing and strengthening the results of other research teams and increasing the validity and visibility of interesting studies and results. In this line, we also created a notebook of pre-processing and analysis scripts which is available online.
Fichier principal
Vignette du fichier
fuscone_lre2021.pdf (526.9 Ko) Télécharger le fichier
Origin : Files produced by the author(s)

Dates and versions

hal-03126983 , version 1 (01-02-2021)

Licence

Attribution

Identifiers

Cite

Simone Fuscone, Benoit Favre, Laurent Prevot. Reproducibility in speech rate convergence experiments. Language Resources and Evaluation, 2021, ⟨10.1007/s10579-021-09528-6⟩. ⟨hal-03126983⟩
165 View
88 Download

Altmetric

Share

Gmail Facebook X LinkedIn More