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Analysis and detection of cognitive load and frustration in drivers' speech
6 references·3 citing·40 second hop
Analysis and detection of cognitive load and frustration in drivers' speech (2010)Analysis and detection of cognitive load …Universal Access in Human-Computer Interaction (2023)Universal Access in Human-Com…The INTERSPEECH 2009 emotion challenge (2009)The INTERSPEECH 2009 emotion …Influence of contextual information in emotion annotation for spoken dialogue systems (2008)Influence of contextual infor…Toward detecting emotions in spoken dialogs (2005)Toward detecting emotions in …Modeling drivers’ speech under stress (2003)Modeling drivers’ speech unde…Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…Methods to Detect and Reduce Driver Stress: A Review (2019)Methods to Detect and Reduce …Prominence features: Effective emotional features for speech emotion recognition (2017)Prominence features: Effectiv…Investigation of spectral centroid features for cognitive load classification (2011)Investigation of spectral cen…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)AVEC 2013 (2013)Review on Psychological Stress Detection Using Biosignals (2019)The Measurement of Observer Agreement for Categorical Data (1977)A circumplex model of affect. (1980)Content Analysis: An Introduction to its Methodology. (1984)Cultural dependency analysis for understanding speech emotion (2011)Towards the Use of Dialog Systems to Facilitate Inclusive Education (2012)Inter-rater reliability for emotion annotation in human–computer interaction: comparison and methodological improvements (2013)The expression of the emotions in man and animals. (1872)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Emotion And Adaptation (1991)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)Control Methods Used in a Study of the Vowels (1952)Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach. (1994)Cognitive Load Measurement as a Means to Advance Cognitive Load Theory (2003)Handbook of Emotions (1993)Getting started with SUSAS: a speech under simulated and actual stress database (1997)Fear-type emotion recognition for future audio-based surveillance systems (2008)How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving (2014)A survey of emotion recognition methods with emphasis on E-Learning environments (2019)Acoustic profiles in vocal emotion expression. (1996)Assessing agreement on classification tasks: the kappa statistic (1996)Analysis of emotion recognition using facial expressions, speech and multimodal information (2004)Emotional speech recognition: Resources, features, and methods (2006)A Coefficient of Agreement for Nominal Scales (1960)Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit. (1968)A Grammar of Spoken Chinese (1972)An Enhanced Human Speech Emotion Recognition Using Hybrid of PRNN and KNN (2019)On the Use of Self-Supervised Pre-Trained Acoustic and Linguistic Features for Continuous Speech Emotion Recognition (2021)Speech Databases, Speech Features, and Classifiers in Speech Emotion Recognition: A Review (2024)Stress, appraisal, and coping (1985)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Stress: Appraisal and Coping (2013)Driver Emotions Recognition Based on Improved Faster R-CNN and Neural Architectural Search Network (2022)A meta-analysis of the impact of the inclusion and realism of human-like faces on user experiences in interfaces (2007)Dynamically adapted context-specific hyper-articulation: Feedback from interlocutors affects speakers’ subsequent pronunciations (2016)Wearable, Environmental, and Smartphone-Based Passive Sensing for Mental Health Monitoring (2021)
this work references cited by second hop

References

  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 2005Toward detecting emotions in spoken dialogs969 cited
  • 2009The INTERSPEECH 2009 emotion challenge929 cited
  • 2003Modeling drivers’ speech under stress194 cited
  • 2023Universal Access in Human-Computer Interaction133 cited
  • 2008Influence of contextual information in emotion annotation for spoken dialogue systems86 cited

Cited by

  • 2019Methods to Detect and Reduce Driver Stress: A Review75 cited
  • 2011Investigation of spectral centroid features for cognitive load classification74 cited
  • 2017Prominence features: Effective emotional features for speech emotion recognition60 cited

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