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The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English
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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)The Ryerson Audio-Visual Database of Emot…A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research (2016)A Guideline of Selecting and …A database of German emotional speech (2005)A database of German emotiona…Vocal communication of emotion: A review of research paradigms (2003)Vocal communication of emotio…Comprehensive database for facial expression analysis (2002)Comprehensive database for fa…Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…Acoustic profiles in vocal emotion expression. (1996)Acoustic profiles in vocal em…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Guidelines, criteria, and rules of thumb for evaluating normed and standardized assessment instruments in psychology. (1994)Guidelines, criteria, and rul…A circumplex model of affect. (1980)A circumplex model of affect.Intraclass correlations: Uses in assessing rater reliability. (1979)Intraclass correlations: Uses…The Measurement of Observer Agreement for Categorical Data (1977)The Measurement of Observer A…Measuring nominal scale agreement among many raters. (1971)Measuring nominal scale agree…The Measurement of Meaning (1957)The Measurement of MeaningThe Philosophical Works of Descartes. (1914)The Philosophical Works of De…II.—WHAT IS AN EMOTION ? (1884)II.—WHAT IS AN EMOTION ?The Principles of Psychology (1855)The Principles of PsychologyEnhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics (2024)Enhancements in Immediate Spe…Multimodal Emotion Recognition with Deep Learning: Advancements, challenges, and future directions (2023)Multimodal Emotion Recognitio…Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Emotion recognition and artif…An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition (2023)An ensemble 1D-CNN-LSTM-GRU m…Deep learning based multimodal emotion recognition using model-level fusion of audio–visual modalities (2022)Deep learning based multimoda…MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech (2021)MFCC-based Recurrent Neural N…Improved speech emotion recognition with Mel frequency magnitude coefficient (2021)Improved speech emotion recog…Emotion Recognition from Speech Using wav2vec 2.0 Embeddings (2021)Emotion Recognition from Spee…Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models (2021)Deep Learning Techniques for …A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism (2021)A Review on Speech Emotion Re…Speech emotion recognition with deep convolutional neural networks (2020)Speech emotion recognition wi…MEAD: A Large-Scale Audio-Visual Dataset for Emotional Talking-Face Generation (2020)MEAD: A Large-Scale Audio-Vis…Feature extraction algorithms to improve the speech emotion recognition rate (2020)Feature extraction algorithms…Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM (2020)Clustering-Based Speech Emoti…Bagged support vector machines for emotion recognition from speech (2019)Bagged support vector machine…A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition (2019)A CNN-Assisted Enhanced Audio…Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit. 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(1998)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement (2015)RoB 2: a revised tool for assessing risk of bias in randomised trials (2019)The nature and measurement of meaning. (1952)Measuring Experience Economy Concepts: Tourism Applications (2007)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Akufo and Ibarapa (1965)STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT (1986)Principles of Linguistic Change: Internal Factors (1994)Intraclass correlation – A discussion and demonstration of basic features (2019)Applying the self-determination theory (SDT) to explain student engagement in online learning during the COVID-19 pandemic (2021)Attitudinal effects of mere exposure. (1968)A model of (often mixed) stereotype content: Competence and warmth respectively follow from perceived status and competition. (2002)The Emerging Field of Emotion Regulation: An Integrative Review (1998)Core affect and the psychological construction of emotion. (2003)What are emotions? And how can they be measured? (2005)
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References

  • 1977The Measurement of Observer Agreement for Categorical Data81,000 cited
  • 2016A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research29,261 cited
  • 1979Intraclass correlations: Uses in assessing rater reliability.23,882 cited
  • 1980A circumplex model of affect.16,320 cited
  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
  • 1957The Measurement of Meaning9,430 cited
  • 1994Guidelines, criteria, and rules of thumb for evaluating normed and standardized assessment instruments in psychology.9,345 cited
  • 1971Measuring nominal scale agreement among many raters.8,717 cited
  • 1884II.—WHAT IS AN EMOTION ?3,445 cited
  • 2002Comprehensive database for facial expression analysis2,612 cited
  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 2005A database of German emotional speech2,365 cited
  • 1996Acoustic profiles in vocal emotion expression.2,257 cited
  • 2003Vocal communication of emotion: A review of research paradigms2,039 cited
  • 1855The Principles of Psychology1,551 cited
  • 1914

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The Philosophical Works of Descartes.
1,195 cited

Cited by

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  • 2019A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition393 cited
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  • 2020MEAD: A Large-Scale Audio-Visual Dataset for Emotional Talking-Face Generation339 cited
  • 2021Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models294 cited
  • 2021MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech290 cited
  • 2019Bagged support vector machines for emotion recognition from speech248 cited
  • 2022Deep learning based multimodal emotion recognition using model-level fusion of audio–visual modalities238 cited
  • 2021A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism231 cited
  • 2020Feature extraction algorithms to improve the speech emotion recognition rate229 cited
  • 2023Multimodal Emotion Recognition with Deep Learning: Advancements, challenges, and future directions229 cited
  • 2023An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition197 cited
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