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Speech emotion recognition methods: A literature review
16 references·0 citing·37 second hopsampled
Speech emotion recognition methods: A literature review (2017)Speech emotion recognition methods: A lit…Emotion recognition and affective computing on vocal social media (2015)Emotion recognition and affec…Speaker-sensitive emotion recognition via ranking: Studies on acted and spontaneous speech (2014)Speaker-sensitive emotion rec…Speech emotion recognition: Features and classification models (2012)Speech emotion recognition: F…Emotion recognition using a hierarchical binary decision tree approach (2011)Emotion recognition using a h…Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Survey on speech emotion reco…Spoken emotion recognition using hierarchical classifiers (2010)Spoken emotion recognition us…Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels (2010)Emotion Recognition of Affect…Automatic speech emotion recognition using modulation spectral features (2010)Automatic speech emotion reco…The INTERSPEECH 2009 emotion challenge (2009)The INTERSPEECH 2009 emotion …Emotion recognition from speech signals using new harmony features (2009)Emotion recognition from spee…Acoustic feature selection for automatic emotion recognition from speech (2008)Acoustic feature selection fo…Primitives-based evaluation and estimation of emotions in speech (2007)Primitives-based evaluation a…Toward detecting emotions in spoken dialogs (2005)Toward detecting emotions in …A database of German emotional speech (2005)A database of German emotiona…Speech emotion recognition using hidden Markov models (2003)Speech emotion recognition us…Acoustic profiles in vocal emotion expression. (1996)Acoustic profiles in vocal em…Emotion recognition in human-computer interaction (2001)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 Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)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)Affective Computing (1997)Paralinguistics in speech and language—State-of-the-art and the challenge (2012)Databases, features and classifiers for speech emotion recognition: a review (2018)A Survey of Deep Learning-Based Multimodal Emotion Recognition: Speech, Text, and Face (2023)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)Assessing agreement on classification tasks: the kappa statistic (1996)Emotional speech recognition: Resources, features, and methods (2006)The expression of the emotions in man and animals. (1872)Vocal affect expression: A review and a model for future research. (1986)Interactive Robots as Social Partners and Peer Tutors for Children: A Field Trial (2004)IEMOCAP: interactive emotional dyadic motion capture database (2008)Behavioral Signal Processing: Deriving Human Behavioral Informatics From Speech and Language (2013)Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics (2024)What are emotions? And how can they be measured? (2005)Analysis of Emotionally Salient Aspects of Fundamental Frequency for Emotion Detection (2009)A Framework for Automatic Human Emotion Classification Using Emotion Profiles (2010)On the Acoustics of Emotion in Audio: What Speech, Music, and Sound have in Common (2013)Praat: Doing Phonetics by Computer (2011)Survey on audiovisual emotion recognition: databases, features, and data fusion strategies (2014)Hierarchical committee of deep convolutional neural networks for robust facial expression recognition (2016)Two-layer fuzzy multiple random forest for speech emotion recognition in human-robot interaction (2019)The Presentation of Self in Everyday Life. (1956)An argument for basic emotions (1992)
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References

  • 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
  • 2005Toward detecting emotions in spoken dialogs969 cited
  • 2009The INTERSPEECH 2009 emotion challenge936 cited
  • 2003Speech emotion recognition using hidden Markov models924 cited
  • 2010Automatic speech emotion recognition using modulation spectral features389 cited
  • 2011Emotion recognition using a hierarchical binary decision tree approach355 cited
  • 2007Primitives-based evaluation and estimation of emotions in speech291 cited
  • 2010Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels267 cited
  • 2012Speech emotion recognition: Features and classification models239 cited
  • 2008Acoustic feature selection for automatic emotion recognition from speech210 cited
  • 2009Emotion recognition from speech signals using new harmony features161 cited
  • 2010Spoken emotion recognition using hierarchical classifiers138 cited
  • 2014Speaker-sensitive emotion recognition via ranking: Studies on acted and spontaneous speech

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118 cited
  • 2015Emotion recognition and affective computing on vocal social media115 cited
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