4 accepted papers
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…
Despite the continuous innovation in voice biomarkers domain for more than a decade and the apparent need for clinicians to have objective diagnostic tools, no device has yet been implemented in real clinical settings or widely adopted by clinicians. After giving a short overview of the literature,…
Given the high prevalence of mental disorders and the significant diagnostic delays and difficulties in patient follow-up, voice biomarkers hold the promise of improving access to care and therapeutic follow-up for people with psychiatric disorders. Yet, despite many years of successful research in…
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…