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Speech emotion recognition approaches in human computer interaction
13 references·16 citing·45 second hop
Speech emotion recognition approaches in human computer interaction (2011)Speech emotion recognition approaches in …EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling (2010)Context-sensitive multimodal …Emotion Recognition From EEG Using Higher Order Crossings (2009)Emotion Recognition From EEG …Analysis of Emotionally Salient Aspects of Fundamental Frequency for Emotion Detection (2009)Analysis of Emotionally Salie…Acoustic emotion recognition: A benchmark comparison of performances (2009)Acoustic emotion recognition:…The Vera am Mittag German audio-visual emotional speech database (2008)The Vera am Mittag German aud…Recognizing Human Emotional State From Audiovisual Signals (2008)Recognizing Human Emotional S…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Critical Analysis of the Impact of Glottal Features in the Classification of Clinical Depression in Speech (2007)Critical Analysis of the Impa…Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine-belief network architecture (2004)Speech emotion recognition co…Automatic emotional speech classification (2004)Automatic emotional speech cl…Emotional speech: Towards a new generation of databases (2003)Emotional speech: Towards a n…Speech emotion recognition using hidden Markov models (2001)Speech emotion recognition us…An ongoing review of speech emotion recognition (2023)An ongoing review of speech e…Review and Perspectives on Driver Digital Twin and Its Enabling Technologies for Intelligent Vehicles (2022)Review and Perspectives on Dr…Human-Computer Interaction with Detection of Speaker Emotions Using Convolution Neural Networks (2022)Human-Computer Interaction wi…Speech Emotion Recognition Using Quaternion Convolutional Neural Networks (2021)Speech Emotion Recognition Us…Optimal feature selection based speech emotion recognition using two‐stream deep convolutional neural network (2021)Optimal feature selection bas…Emotion recognition by deeply learned multi-channel textual and EEG features (2021)Emotion recognition by deeply…Speech Emotion Recognition with Local-Global Aware Deep Representation Learning (2020)Speech Emotion Recognition wi…Speech emotion recognition using cepstral features extracted with novel triangular filter banks based on bark and ERB frequency scales (2020)Speech emotion recognition us…Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniques (2020)Automated accurate speech emo…A Convolution Bidirectional Long Short-Term Memory Neural Network for Driver Emotion Recognition (2020)A Convolution Bidirectional L…Spontaneous Speech Emotion Recognition Using Multiscale Deep Convolutional LSTM (2019)Spontaneous Speech Emotion Re…Decision tree SVM model with Fisher feature selection for speech emotion recognition (2019)Decision tree SVM model with …Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition (2018)Investigation on Joint Repres…A Weakly Supervised Learning Framework for Detecting Social Anxiety and Depression (2018)A Weakly Supervised Learning …Deep features-based speech emotion recognition for smart affective services (2017)Deep features-based speech em…Speaker-independent emotion recognition exploiting a psychologically-inspired binary cascade classification schema (2012)Speaker-independent emotion r…Emotional speech recognition: Resources, features, and methods (2006)Automatic speech emotion recognition using modulation spectral features (2010)Automatic, Dimensional and Continuous Emotion Recognition (2010)MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception (2016)Affective Computing (1997)Emotion recognition in human-computer interaction (2001)Praat, a system for doing phonetics by computer (2002)A survey of emotion recognition methods with emphasis on E-Learning environments (2019)A survey of speech emotion recognition in natural environment (2020)The Measurement of Meaning (1957)Facial Action Coding System (1978)The Cognitive Structure of Emotions (1988)Introducing the Geneva Multimodal expression corpus for experimental research on emotion perception. (2011)Features and classifiers for emotion recognition from speech: a survey from 2000 to 2011 (2012)A circumplex model of affect. (1980)Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition based on physiological changes in music listening (2008)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Hidden Markov model-based speech emotion recognition (2003)Speech emotion recognition using hidden Markov models (2003)Speech Emotion Recognition Using Fourier Parameters (2015)Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network (2017)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Deep Facial Expression Recognition: A Survey (2020)A database of German emotional speech (2005)The eNTERFACE’05 Audio-Visual Emotion Database (2006)The INTERSPEECH 2009 emotion challenge (2009)Towards an intelligent framework for multimodal affective data analysis (2014)A Multi-Task Learning Framework for Emotion Recognition Using 2D Continuous Space (2015)Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech (2017)Emotional Intelligence (1990)THE MIRROR-NEURON SYSTEM (2004)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM (2020)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)Gesture-Based Affective Computing on Motion Capture Data (2005)Speech Emotion Recognition Using Support Vector Machine (2012)Emotion recognition based on phoneme classes (2004)Extracting moods from pictures and sounds: towards truly personalized TV (2006)Learning Alignment for Multimodal Emotion Recognition from Speech (2019)
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References

  • 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions2,797 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
  • 2003Emotional speech: Towards a new generation of databases461 cited
  • 2004Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine-belief network architecture438 cited
  • 2008The Vera am Mittag German audio-visual emotional speech database420 cited
  • 2009Analysis of Emotionally Salient Aspects of Fundamental Frequency for Emotion Detection278 cited
  • 2009Acoustic emotion recognition: A benchmark comparison of performances275 cited
  • 2001Speech emotion recognition using hidden Markov models235 cited
  • 2004Automatic emotional speech classification221 cited
  • 2007Critical Analysis of the Impact of Glottal Features in the Classification of Clinical Depression in Speech220 cited
  • 2008Recognizing Human Emotional State From Audiovisual Signals215 cited
  • 2010Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling201 cited

Cited by

  • 2017Deep features-based speech emotion recognition for smart affective services

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182 cited
  • 2022Review and Perspectives on Driver Digital Twin and Its Enabling Technologies for Intelligent Vehicles177 cited
  • 2020Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniques157 cited
  • 2021Emotion recognition by deeply learned multi-channel textual and EEG features155 cited
  • 2019Spontaneous Speech Emotion Recognition Using Multiscale Deep Convolutional LSTM154 cited
  • 2019Decision tree SVM model with Fisher feature selection for speech emotion recognition133 cited
  • 2023An ongoing review of speech emotion recognition124 cited
  • 2020A Convolution Bidirectional Long Short-Term Memory Neural Network for Driver Emotion Recognition102 cited
  • 2021Optimal feature selection based speech emotion recognition using two‐stream deep convolutional neural network102 cited
  • 2018A Weakly Supervised Learning Framework for Detecting Social Anxiety and Depression92 cited
  • 2018Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition85 cited
  • 2022Human-Computer Interaction with Detection of Speaker Emotions Using Convolution Neural Networks83 cited
  • 2021Speech Emotion Recognition Using Quaternion Convolutional Neural Networks72 cited
  • 2020Speech emotion recognition using cepstral features extracted with novel triangular filter banks based on bark and ERB frequency scales69 cited
  • 2020Speech Emotion Recognition with Local-Global Aware Deep Representation Learning66 cited
  • 2012Speaker-independent emotion recognition exploiting a psychologically-inspired binary cascade classification schema66 cited