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Distinct signatures of subjective confidence and objective accuracy in speech prosody
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In: ISSN: 0010-0277 ; EISSN: 1873-7838 ; Cognition ; https://hal.archives-ouvertes.fr/hal-03181668 ; Cognition, Elsevier, 2021, 212, pp.104661. ⟨10.1016/j.cognition.2021.104661⟩ (2021)
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A Meta-Analysis of Semantic Memory in Mild Cognitive Impairment
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In: ISSN: 1040-7308 ; EISSN: 1573-6660 ; Neuropsychology Review ; https://hal.archives-ouvertes.fr/hal-03015335 ; Neuropsychology Review, Springer Verlag, 2021, ⟨10.1007/s11065-020-09453-5⟩ (2021)
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Resting state functional atlas and cerebral networks in mouse lemur primates at 11.7 Tesla
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In: ISSN: 1053-8119 ; EISSN: 1095-9572 ; NeuroImage ; https://hal.archives-ouvertes.fr/hal-03053279 ; NeuroImage, Elsevier, 2021, 226, pp.117589. ⟨10.1016/j.neuroimage.2020.117589⟩ (2021)
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Robust Face Frontalization For Visual Speech Recognition
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In: International Conference on Computer Vision Workshops ; https://hal.inria.fr/hal-03326002 ; International Conference on Computer Vision Workshops, IEEE, Oct 2021, Montreal - Virtual, Canada ; http://iccv2021.thecvf.com/home (2021)
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Resting state functional atlas and cerebral networks in mouse lemur primates at 11.7 Tesla
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In: ISSN: 1053-8119 ; EISSN: 1095-9572 ; NeuroImage ; https://hal.archives-ouvertes.fr/hal-03447245 ; NeuroImage, Elsevier, 2021, 226, pp.117589. ⟨10.1016/j.neuroimage.2020.117589⟩ (2021)
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Utterance partitioning for speaker recognition: an experimental review and analysis with new findings under GMM-SVM framework
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In: ISSN: 1381-2416 ; EISSN: 1572-8110 ; International Journal of Speech Technology ; https://hal.archives-ouvertes.fr/hal-03232723 ; International Journal of Speech Technology, Springer Verlag, In press, ⟨10.1007/s10772-021-09862-8⟩ (2021)
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Social communication disorder and behavioural addiction: Case report and clinical implications
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In: ISSN: 2062-5871 ; EISSN: 2063-5303 ; Journal of Behavioral Addictions ; https://hal.archives-ouvertes.fr/hal-03282048 ; Journal of Behavioral Addictions, Akademiai Kiado, In press, ⟨10.1556/2006.2021.00026⟩ (2021)
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Automatic Speech Recognition systems errors for accident-prone sleepiness detection through voice
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In: EUSIPCO 2021 ; https://hal.archives-ouvertes.fr/hal-03324033 ; EUSIPCO 2021, Aug 2021, Dublin (en ligne), Ireland. ⟨10.23919/EUSIPCO54536.2021.9616299⟩ (2021)
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Robust Face Frontalization For Visual Speech Recognition
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In: ICCV 2021 - International Conference on Computer Vision Workshops ; https://hal.inria.fr/hal-03326002 ; ICCV 2021 - International Conference on Computer Vision Workshops, IEEE, Oct 2021, Montreal - Virtual, Canada. pp.1-16 ; http://iccv2021.thecvf.com/home (2021)
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Automatic Speech Recognition systems errors for objective sleepiness detection through voice
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In: Proceedings Interspeech 2021 ; Interspeech 2021 ; https://hal.archives-ouvertes.fr/hal-03328827 ; Interspeech 2021, Aug 2021, Brno (virtual), Czech Republic. pp.2476-2480, ⟨10.21437/Interspeech.2021-291⟩ (2021)
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Abstract:
International audience ; Chronic sleepiness, and specifically Excessive Daytime Sleepiness (EDS), impacts everyday life and increases the risks of accidents. Compared with traditional measures (EEG), the detection of objective EDS through voice benefits from its ease to be implemented in ecological conditions and to be sober in terms of data processing and costs. Contrary to previous works focusing on short-term sleepiness estimation, this study focuses on long-term sleepiness detection through voice. Using the Multiple Sleep Latency Test corpus, this study introduces new features based on Automatic Speech Recognition systems errors, in an attempt to replace hand-labeled reading mistakes features. We also introduce a selection feature pipeline inspired by clinical validation practices allowing ASR features to perform on par with the state-of-the-art systems on short-term sleepiness detection through voice (73.2% of UAR). Moreover, we give insights on the decision process during classification and the specificity of the system regarding the threshold delimiting the two sleepiness classes, Sleepy and Non-Sleepy.
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Keyword:
[INFO.INFO-SD]Computer Science [cs]/Sound [cs.SD]; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing; Automatic Speech Recognition; Excessive Daytime Sleepiness; Sleepiness; Voice
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URL: https://hal.archives-ouvertes.fr/hal-03328827 https://doi.org/10.21437/Interspeech.2021-291 https://hal.archives-ouvertes.fr/hal-03328827/file/Interspeech_2021__corrected_.pdf https://hal.archives-ouvertes.fr/hal-03328827/document
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Explainable Thermal to Visible Face Recognition Using Latent-Guided Generative Adversarial Network
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In: FG 2021 - IEEE International Conference on Automatic Face and Gesture Recognition ; https://hal.archives-ouvertes.fr/hal-03523037 ; FG 2021 - IEEE International Conference on Automatic Face and Gesture Recognition, Dec 2021, Jodhpur, India. ⟨10.1109/FG52635.2021.9667018⟩ ; http://iab-rubric.org/fg2021/index.html (2021)
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Does adding beer to coffee enhance the activation of drinks ? An ERP study of semantic category priming
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In: ISSN: 1758-8928 ; EISSN: 1758-8936 ; Cognitive Neuroscience ; https://hal.sorbonne-universite.fr/hal-03282300 ; Cognitive Neuroscience, Taylor and Francis, 2021, pp.1-16. ⟨10.1080/17588928.2021.1940117⟩ (2021)
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Effect of depth order on iterative nested named entity recognition models
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In: Conference on Artificial Intelligence in Medecine (AIME 2021) ; https://hal.archives-ouvertes.fr/hal-03277643 ; Conference on Artificial Intelligence in Medecine (AIME 2021), Jun 2021, Porto, Portugal (2021)
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The origins of trust: Humans’ reliance on communicative cues supersedes firsthand experience during the second year of life
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In: ISSN: 1363-755X ; EISSN: 1467-7687 ; Developmental Science ; https://hal.archives-ouvertes.fr/hal-03624277 ; Developmental Science, Wiley, 2021, ⟨10.1111/desc.13223⟩ (2021)
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Distinct signatures of subjective confidence and objective accuracy in speech prosody
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In: ISSN: 0010-0277 ; EISSN: 1873-7838 ; Cognition ; https://hal.sorbonne-universite.fr/hal-03263512 ; Cognition, Elsevier, 2021, 212, pp.104661. ⟨10.1016/j.cognition.2021.104661⟩ (2021)
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Medieval manuscripts from digitization to historical analysis
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In: On the way to the future of Digital Manuscript Studies ; https://hal.archives-ouvertes.fr/hal-03503308 ; On the way to the future of Digital Manuscript Studies, Radboud University, Oct 2021, Nijmegen, Netherlands ; https://www.ru.nl/rich/news-events/events/redactionele/online-workshop-on-the-way-to-the-future-digital/ (2021)
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LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech
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In: INTERSPEECH 2021: Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-03317730 ; INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic (2021)
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Dopaminergic Treatment Effects on Dysarthric Speech: Acoustic Analysis in a Cohort of Patients With Advanced Parkinson's Disease
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In: ISSN: 1664-2295 ; Frontiers in Neurology ; https://hal.archives-ouvertes.fr/hal-03211474 ; Frontiers in Neurology, Frontiers, 2021, 11, pp.616062. ⟨10.3389/fneur.2020.616062⟩ (2021)
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HOME-Alcar: Aligned and Annotated Cartularies
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In: https://hal.archives-ouvertes.fr/hal-03503062 ; 2021, ⟨10.5281/zenodo.5600884⟩ (2021)
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Robust Face Frontalization For Visual Speech Recognition
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In: ICCV 2021 - International Conference on Computer Vision Workshops ; https://hal.inria.fr/hal-03326002 ; ICCV 2021 - International Conference on Computer Vision Workshops, IEEE, Oct 2021, Montreal - Virtual, Canada. pp.1-16 ; http://iccv2021.thecvf.com/home (2021)
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