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Deep Cross-Corpus Speech Emotion Recognition: Recent Advances and Perspectives
16 references·2 citing·38 second hopsampled
Deep Cross-Corpus Speech Emotion Recognition: Recent Advances and Perspectives (2021)Deep Cross-Corpus Speech Emotion Recognit…Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)Speech emotion recognition: E…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 Data…Speech emotion recognition (2018)Speech emotion recognitionDREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)DREAMER: A Database for Emoti…The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)The Geneva Minimalistic Acous…The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism (2013)The INTERSPEECH 2013 computat…Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Survey on speech emotion reco…The INTERSPEECH 2009 emotion challenge (2009)The INTERSPEECH 2009 emotion …IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…The eNTERFACE’05 Audio-Visual Emotion Database (2006)The eNTERFACE’05 Audio-Visual…A database of German emotional speech (2005)A database of German emotiona…Speech emotion recognition using hidden Markov models (2003)Speech emotion recognition us…Recognizing emotion in speech (2002)Recognizing emotion in speechEmotion recognition in human-computer interaction (2001)Emotion recognition in human-…FEELTRACE: an instrument for recording perceived emotion in real time (2000)FEELTRACE: an instrument for …Acoustic profiles in vocal emotion expression. (1996)Acoustic profiles in vocal em…Hybrid CNN-BiLSTM architecture with multiple attention mechanisms to enhance speech emotion recognition (2024)Hybrid CNN-BiLSTM architectur…Improved multi-lingual sentiment analysis and recognition using deep learning (2023)Improved multi-lingual sentim…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)The Vera am Mittag German audio-visual emotional speech database (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 phonetic description of voice quality (1980)A new emotion database: considerations, sources and scope (2000)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)Attention, intentions, and the structure of discourse (1986)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Speech emotion recognition using deep neural network and extreme learning machine (2014)A review of affective computing: From unimodal analysis to multimodal fusion (2017)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)Vocal affect expression: A review and a model for future research. (1986)Emotional speech recognition: Resources, features, and methods (2006)Coefficient Alpha and the Internal Structure of Tests (1951)The Hidden Dimension (1973)Affective Computing (1997)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)Praat, a system for doing phonetics by computer (2002)Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network (2016)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A circumplex model of affect. (1980)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)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)The Measurement of Observer Agreement for Categorical Data (1977)Intraclass correlations: Uses in assessing rater reliability. (1979)A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research (2016)Speech emotion recognition with deep convolutional neural networks (2020)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics (2024)The Presentation of Self in Everyday Life. (1956)An argument for basic emotions (1992)
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References

  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2001Emotion recognition in human-computer interaction2,610 cited
  • 2005A database of German emotional speech2,370 cited
  • 1996Acoustic profiles in vocal emotion expression.2,257 cited
  • 2010Survey on speech emotion recognition: Features, classification schemes, and databases2,089 cited
  • 2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English1,898 cited
  • 2015The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing1,815 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,142 cited
  • 2009The INTERSPEECH 2009 emotion challenge936 cited
  • 2003Speech emotion recognition using hidden Markov models924 cited
  • 2013The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism733 cited
  • 2019Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers725 cited
  • 2006The eNTERFACE’05 Audio-Visual Emotion Database615 cited
  • 2018Speech emotion recognition547 cited

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  • 2000FEELTRACE: an instrument for recording perceived emotion in real time539 cited
  • 2002Recognizing emotion in speech494 cited
  • Cited by

    • 2024Hybrid CNN-BiLSTM architecture with multiple attention mechanisms to enhance speech emotion recognition42 cited
    • 2023Improved multi-lingual sentiment analysis and recognition using deep learning41 cited