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1D Convolutional Autoencoder-Based PPG and GSR Signals for Real-Time Emotion Classification
16 references·0 citing·44 second hop
1D Convolutional Autoencoder-Based PPG and GSR Signals for Real-Time Emotion Classification (2022)1D Convolutional Autoencoder-Based PPG an…Emotion recognition based on EEG feature maps through deep learning network (2021)Emotion recognition based on …SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG (2019)SAE+LSTM: A New Framework for…Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Emotion Recognition from Mult…A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition (2019)A CNN-Assisted Enhanced Audio…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…Emotion Based Music Recommendation System Using Wearable Physiological Sensors (2018)Emotion Based Music Recommend…A Survey on Human Face Expression Recognition Techniques (2018)A Survey on Human Face Expres…A Review of Emotion Recognition Using Physiological Signals (2018)A Review of Emotion Recogniti…On the Importance of Both Dimensional and Discrete Models of Emotion (2017)On the Importance of Both Dim…Emotion recognition from EEG signals by using multivariate empirical mode decomposition (2016)Emotion recognition from EEG …DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …Performance Enhancement in an Uninhabited Air Vehicle Task Using Psychophysiologically Determined Adaptive Aiding (2007)Performance Enhancement in an…What are emotions? And how can they be measured? (2005)What are emotions? And how ca…A circumplex model of affect. (1980)A circumplex model of affect.Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)The expression of the emotions in man and animals. 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(1884)The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)Facial emotion recognition using deep learning: review and insights (2020)Automatic facial expression recognition using features of salient facial patches (2014)Going deeper in facial expression recognition using deep neural networks (2016)A Review on Automatic Facial Expression Recognition Systems Assisted by Multimodal Sensor Data (2019)A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines (2023)Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey (2023)EEG-Based Emotion Recognition in Music Listening (2010)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Investigating EEG-based functional connectivity patterns for multimodal emotion recognition (2022)Emotion recognition in EEG signals using deep learning methods: A review (2023)IEMOCAP: interactive emotional dyadic motion capture database (2008)Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network (2016)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)MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach (2020)A Comprehensive Review of Speech Emotion Recognition Systems (2021)A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism (2021)
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References

  • 1980A circumplex model of affect.16,320 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2005What are emotions? And how can they be measured?4,257 cited
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2008Emotion recognition based on physiological changes in music listening1,085 cited
  • 2018A Review of Emotion Recognition Using Physiological Signals921 cited
  • 2019A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition393 cited
  • 2018A Survey on Human Face Expression Recognition Techniques325 cited
  • 2019Emotion Recognition from Multiband EEG Signals Using CapsNet287 cited
  • 2018Emotion Based Music Recommendation System Using Wearable Physiological Sensors280 cited
  • 2019SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG269 cited
  • 2007Performance Enhancement in an Uninhabited Air Vehicle Task Using Psychophysiologically Determined Adaptive Aiding269 cited
  • 2016Emotion recognition from EEG signals by using multivariate empirical mode decomposition243 cited
  • 2021Emotion recognition based on EEG feature maps through deep learning network

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232 cited
  • 2017On the Importance of Both Dimensional and Discrete Models of Emotion201 cited
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