Pierre Philip — accepted AI-conference papers

2024

Automatic Detection Of Sleepiness-Related Syndromes and Symptoms Using Voice and Speech Biomarkers

Vincent P. Martin, Jean-Luc Rouas, Pierre Philip

ICASSP 2024accepted

This article is about the automatic estimation of sleepiness in hypersomnia patients recorded during a reading task. Based on the Multiple Sleep Latency Corpus, our main contribution is to explore new formulations of sleepiness detection in speech by specifying and performing five sleepiness-related…

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2023

"Prediction of Sleepiness Ratings from Voice by Man and Machine": A Perceptual Experiment Replication Study

Vincent P. Martin, Aymeric Ferron, Jean-Luc Rouas, Pierre Philip

ICASSP 2023accepted

Following the release of the SLEEP corpus during the Interspeech 2019 paralinguistic continuous sleepiness estimation challenge, a paper presented at Interspeech 2020 by Huckvale et al. examined the reasons for the poor performance of the models proposed for this task. Careful analyses of the corpus…

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