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Acoustic sleepiness detection: Framework and validation of a speech-adapted pattern recognition approach
16 references·3 citing·44 second hop
Acoustic sleepiness detection: Framework and validation of a speech-adapted pattern recognition approach (2009)Acoustic sleepiness detection: Framework …Neurocognitive Consequences of Sleep Deprivation (2009)Neurocognitive Consequences o…Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired? (2008)Blinks and saccades as indica…The relevance of feature type for the automatic classification of emotional user states: low level descriptors and functionals (2007)The relevance of feature type…Subjective sleepiness, simulated driving performance and blink duration: examining individual differences (2006)Subjective sleepiness, simula…Neurocognitive Consequences of Sleep Deprivation (2005)Neurocognitive Consequences o…Less effective executive functioning after one night's sleep deprivation (2005)Less effective executive func…The effect of sleep loss on next day effort (2003)The effect of sleep loss on n…Sleep waking and neurobehavioural performance (2003)Sleep waking and neurobehavio…Praat, a system for doing phonetics by computer (2002)Praat, a system for doing pho…Excessive Daytime Sleepiness and Risk of Occupational Injuries in Non-Shift Daytime Workers (2002)Excessive Daytime Sleepiness …Daytime variations in central nervous system activation measured by a pupillographic sleepiness test (2001)Daytime variations in central…Sleep Deprivation Affects Speech (1997)Sleep Deprivation Affects Spe…The effect of one night without sleep on problem-solving and immediate recall (1992)The effect of one night witho…Performing while sleepy: Effects of experimentally-induced sleepiness. (1991)Performing while sleepy: Effe…Sleep Loss and “Divergent” Thinking Ability (1988)Sleep Loss and “Divergent” Th…Happy talk: Perceptual and acoustic effects of smiling on speech (1980)Happy talk: Perceptual and ac…Data Fusion to Develop a Driver Drowsiness Detection System with Robustness to Signal Loss (2014)Data Fusion to Develop a Driv…Automatic modelling of depressed speech: relevant features and relevance of gender (2014)Automatic modelling of depres…Applying multiple classifiers and non-linear dynamics features for detecting sleepiness from speech (2012)Applying multiple classifiers…Subjective and Objective Sleepiness in the Active Individual (1990)Neural basis of alertness and cognitive performance impairments during sleepiness. I. Effects of 24 h of sleep deprivation on waking human regional brain activity (2000)The impact of sleep deprivation on decision making: A review. (2000)The Neural Basis of Interindividual Variability in Inhibitory Efficiency after Sleep Deprivation (2006)Relationships between affect, vigilance, and sleepiness following sleep deprivation (2008)Effects of Sleep Deprivation on Dissociated Components of Executive Functioning (2010)The Cumulative Cost of Additional Wakefulness: Dose-Response Effects on Neurobehavioral Functions and Sleep Physiology From Chronic Sleep Restriction and Total Sleep Deprivation (2003)Systematic Interindividual Differences in Neurobehavioral Impairment from Sleep Loss: Evidence of Trait-Like Differential Vulnerability (2004)Subjective sleepiness is a sensitive indicator of insufficient sleep and impaired waking function (2014)Driver Behavior Analysis for Safe Driving: A Survey (2015)A Survey on State-of-the-Art Drowsiness Detection Techniques (2019)Eye movements in reading and information processing: 20 years of research. (1998)A critical review of the psychophysiology of driver fatigue (2001)Patterns of performance degradation and restoration during sleep restriction and subsequent recovery: a sleep dose‐response study (2003)Vigilance Decrement and Passive Fatigue Caused by Monotony in Automated Driving (2015)Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data (2016)Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue (2020)Control Methods Used in a Study of the Vowels (1952)Emotions and Speech: Some Acoustical Correlates (1972)Child development and personality (1974)Social process theory of emotion: A dynamic systems approach (1992)The hyperarticulation hypothesis of infant-directed speech (2013)Simultaneous Structure in Phonology (2014)Impaired performance with acute sleep loss. (1959)Quantification of Sleepiness: A New Approach (1973)General and Specific Traits of Personality and Their Relation to Sleep and Academic Performance (2002)Children's Sleep and Cognitive Functioning: Race and Socioeconomic Status as Moderators of Effects (2007)Cumulative Sleepiness, Mood Disturbance, and Psychomotor Vigilance Performance Decrements During a Week of Sleep Restricted to 4–5 Hours per Night (1997)Behavioral and Physiological Consequences of Sleep Restriction (2007)Comorbidity: A network perspective (2010)Effects of sleep deprivation on cognition (2010)A New Method for Measuring Daytime Sleepiness: The Epworth Sleepiness Scale (1991)An overview of sleepiness and accidents (1995)Epidemiology of sleep disorders (2010)Measurements of sleepiness and fatigue (2010)Daytime Sleepiness and Alertness (2011)Social signal processing: Survey of an emerging domain (2008)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)Maintaining alertness and performance during sleep deprivation: modafinil versus caffeine (2001)Psychomotor Vigilance Performance: Neurocognitive Assay Sensitive to Sleep Loss (2004)Effects of Critical Care Nurses’ Work Hours on Vigilance and Patients’ Safety (2006)Sleep Deprivation and Vigilant Attention (2008)Depression sum-scores don’t add up: why analyzing specific depression symptoms is essential (2015)
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References

  • 2002Praat, a system for doing phonetics by computer4,438 cited
  • 2009Neurocognitive Consequences of Sleep Deprivation2,154 cited
  • 2005Neurocognitive Consequences of Sleep Deprivation1,472 cited
  • 2008Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired?476 cited
  • 1991Performing while sleepy: Effects of experimentally-induced sleepiness.447 cited
  • 2006Subjective sleepiness, simulated driving performance and blink duration: examining individual differences361 cited
  • 2005Less effective executive functioning after one night's sleep deprivation360 cited
  • 1988Sleep Loss and “Divergent” Thinking Ability311 cited
  • 2002Excessive Daytime Sleepiness and Risk of Occupational Injuries in Non-Shift Daytime Workers241 cited
  • 1980Happy talk: Perceptual and acoustic effects of smiling on speech237 cited
  • 2007The relevance of feature type for the automatic classification of emotional user states: low level descriptors and functionals191 cited
  • 1997Sleep Deprivation Affects Speech183 cited
  • 2001Daytime variations in central nervous system activation measured by a pupillographic sleepiness test167 cited
  • 2003The effect of sleep loss on next day effort153 cited
  • 2003

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Sleep waking and neurobehavioural performance
125 cited
  • 1992The effect of one night without sleep on problem-solving and immediate recall124 cited
  • Cited by

    • 2012Applying multiple classifiers and non-linear dynamics features for detecting sleepiness from speech67 cited
    • 2014Automatic modelling of depressed speech: relevant features and relevance of gender67 cited
    • 2014Data Fusion to Develop a Driver Drowsiness Detection System with Robustness to Signal Loss55 cited