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Improved Emotion Recognition Using Gaussian Mixture Model and Extreme Learning Machine in Speech and Glottal Signals
16 references·2 citing·41 second hop
Improved Emotion Recognition Using Gaussian Mixture Model and Extreme Learning Machine in Speech and Glottal Signals (2015)Improved Emotion Recognition Using Gaussi…Speaker-independent emotion recognition exploiting a psychologically-inspired binary cascade classification schema (2012)Speaker-independent emotion r…Emotion recognition from speech: a review (2012)Emotion recognition from spee…Emotion recognition from speech using global and local prosodic features (2012)Emotion recognition from spee…Characterization and recognition of emotions from speech using excitation source information (2012)Characterization and recognit…Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Survey on speech emotion reco…Automatic speech emotion recognition using modulation spectral features (2010)Automatic speech emotion reco…Spoken emotion recognition through optimum-path forest classification using glottal features (2009)Spoken emotion recognition th…Speaker-dependent audio-visual emotion recognition (2009)Speaker-dependent audio-visua…Audio-visual feature selection and reduction for emotion classification (2008)Audio-visual feature selectio…Acoustic feature selection for automatic emotion recognition from speech (2008)Acoustic feature selection fo…Critical Analysis of the Impact of Glottal Features in the Classification of Clinical Depression in Speech (2007)Critical Analysis of the Impa…Emotional speech recognition: Resources, features, and methods (2006)Emotional speech recognition:…A database of German emotional speech (2005)A database of German emotiona…Investigation of Vocal Jitter and Glottal Flow Spectrum as Possible Cues for Depression and Near-Term Suicidal Risk (2004)Investigation of Vocal Jitter…Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…Analysis of the glottal excitation of emotionally styled and stressed speech (1995)Analysis of the glottal excit…Brain signal based human emotion analysis by circular back propagation and Deep Kohonen Neural Networks (2018)Brain signal based human emot…Hybrid BBO_PSO and higher order spectral features for emotion and stress recognition from natural speech (2017)Hybrid BBO_PSO and higher ord…Acoustic profiles in vocal emotion expression. 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(1980)Toward an affect-sensitive multimodal human-computer interaction (2003)A Survey on Perception Methods for Human–Robot Interaction in Social Robots (2013)EmoReact: a multimodal approach and dataset for recognizing emotional responses in children (2016)A novel feature selection method for speech emotion recognition (2018)Affective Computing (1997)Paralinguistics in speech and language—State-of-the-art and the challenge (2012)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)Vocal affect expression: A review and a model for future research. (1986)Prevalence, Severity, and Comorbidity of 12-Month DSM-IV Disorders in the National Comorbidity Survey Replication (2005)An investigation of depressed speech detection: features and normalization (2011)Speech emotion recognition approaches in human computer interaction (2011)Multimodal assistive technologies for depression diagnosis and monitoring (2013)Toward machine emotional intelligence: analysis of affective physiological state (2001)Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)A RATING SCALE FOR DEPRESSION (1960)An Inventory for Measuring Depression (1961)Research Diagnostic Criteria (1978)Vocal biomarkers of depression based on motor incoordination (2013)A survey on big data-driven digital phenotyping of mental health (2019)Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors (2018)Databases, features and classifiers for speech emotion recognition: a review (2018)Speech emotion recognition (2018)
this work references cited by second hop

References

  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 2005A database of German emotional speech2,365 cited
  • 2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
  • 2006Emotional speech recognition: Resources, features, and methods927 cited
  • 2012Emotion recognition from speech: a review644 cited
  • 2010Automatic speech emotion recognition using modulation spectral features389 cited
  • 2007Critical Analysis of the Impact of Glottal Features in the Classification of Clinical Depression in Speech220 cited
  • 2008Acoustic feature selection for automatic emotion recognition from speech210 cited
  • 2004Investigation of Vocal Jitter and Glottal Flow Spectrum as Possible Cues for Depression and Near-Term Suicidal Risk204 cited
  • 2012Emotion recognition from speech using global and local prosodic features184 cited
  • 2009Speaker-dependent audio-visual emotion recognition136 cited
  • 2008Audio-visual feature selection and reduction for emotion classification121 cited
  • 1995Analysis of the glottal excitation of emotionally styled and stressed speech106 cited
  • 2009Spoken emotion recognition through optimum-path forest classification using glottal features84 cited

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2012
Speaker-independent emotion recognition exploiting a psychologically-inspired binary cascade classification schema
66 cited
  • 2012Characterization and recognition of emotions from speech using excitation source information55 cited
  • Cited by

    • 2018Brain signal based human emotion analysis by circular back propagation and Deep Kohonen Neural Networks53 cited
    • 2017Hybrid BBO_PSO and higher order spectral features for emotion and stress recognition from natural speech48 cited