Automatic detection of sleepiness-related symptoms and syndromes using voice and speech biomarkers

VP Martin, JL Rouas, P Philip - Biomedical Signal Processing and Control, 2024 - Elsevier
Sleepiness is a major public and personal health issue. Measuring sleepiness in patients'
everyday living conditions would represent a significant advancement in managing them …

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

VP Martin, JL Rouas, P Philip - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
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 …

How does human hearing estimates sleepiness from speech?

VP Martin, S Nathan, B Colleen, JL Rouas - Speech Prosody 2024, 2024 - hal.science
Excessive sleepiness is a major public and personal health burden that would benefit from
being measured in ecological and passive setups. Speech recording is implemented in all …

Automatic detection of schwa in French hypersomniac patients

C Beaumard, VP Martin, Y Wu, JL Rouas… - Journée Santé et IA …, 2023 - hal.science
Excessive sleepiness is a symptom associated with several diseases and impacts daily and
professional life. Voice recordings collected in ecological conditions can help clinicians to …

Détection automatique des schwas en français-Application à la détection des troubles du sommeil

C Beaumard, VP Martin, Y Wu, JL Rouas… - Actes de JEP-TALN …, 2024 - inria.hal.science
La Somnolence Diurne Excessive affecte négativement les individus et est un problème de
santé publique. L'analyse de la parole pourrait aider les cliniciens à la surveiller. Nous nous …

Comment l'oreille humaine perçoit-elle la somnolence dans la parole? Une analyse rétrospective d'études perceptuelles.

VP Martin, C Beaumard, JL Rouas - Actes de JEP-TALN-RECITAL …, 2024 - inria.hal.science
La somnolence bénéficierait d'être mesurée dans des configurations écologiques, par
exemple grâce à des enregistrements de parole. Pour évaluer la faisabilité de sa détection à …