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Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labels
13 references·4 citing·40 second hop
Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labels (2016)Modeling subjectiveness in emotion recogn…Towards real-time Speech Emotion Recognition using deep neural networks (2015)Towards real-time Speech Emot…Speech emotion recognition using deep neural network and extreme learning machine (2014)Speech emotion recognition us…Exploring Cross-Modality Affective Reactions for Audiovisual Emotion Recognition (2013)Exploring Cross-Modality Affe…Deep learning for robust feature generation in audiovisual emotion recognition (2013)Deep learning for robust feat…Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies (2010)Cross-Corpus Acoustic Emotion…The INTERSPEECH 2009 emotion challenge (2009)The INTERSPEECH 2009 emotion …On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues (2009)On-line emotion recognition i…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…Emotional speech recognition: Resources, features, and methods (2006)Emotional speech recognition:…"Of All Things the Measure Is Man" : Automatic Classification of Emotions and Inter-Labeler Consistency (2006)"Of All Things the Measure Is…Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…Emotion knowledge: Further exploration of a prototype approach. (1987)Emotion knowledge: Further ex…A categorized list of emotion definitions, with suggestions for a consensual definition (1981)A categorized list of emotion…Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition (2022)Multi-Classifier Interactive …Every Rating Matters: Joint Learning of Subjective Labels and Individual Annotators for Speech Emotion Classification (2019)Every Rating Matters: Joint L…Soft-Target Training with Ambiguous Emotional Utterances for DNN-Based Speech Emotion Classification (2018)Soft-Target Training with Amb…Learning emotion-discriminative and domain-invariant features for domain adaptation in speech emotion recognition (2017)Learning emotion-discriminati…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (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)A database of German emotional speech (2005)Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition (2021)Survey on bimodal speech emotion recognition from acoustic and linguistic information fusion (2022)Toward detecting emotions in spoken dialogs (2005)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Learning Affective Features With a Hybrid Deep Model for Audio–Visual Emotion Recognition (2017)Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network (2019)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)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)Science and Human Behavior (1953)Attachment and Loss (1969)What is emotion? (2002)Emotion Theory and Research: Highlights, Unanswered Questions, and Emerging Issues (2008)Emotional design in multimedia learning. (2011)Affective Computing (1997)Deep neural networks for acoustic emotion recognition: Raising the benchmarks (2011)Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition (2013)Emotion Recognition in Speech using Cross-Modal Transfer in the Wild (2018)Acoustic profiles in vocal emotion expression. (1996)Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition from speech: a review (2012)Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)Coefficient Alpha and the Internal Structure of Tests (1951)The Hidden Dimension (1973)A review of affective computing: From unimodal analysis to multimodal fusion (2017)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)Automatic speech emotion recognition using recurrent neural networks with local attention (2017)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Relations among emotion, appraisal, and emotional action readiness. 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References

  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 1987Emotion knowledge: Further exploration of a prototype approach.3,071 cited
  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 1981A categorized list of emotion definitions, with suggestions for a consensual definition1,229 cited
  • 2009The INTERSPEECH 2009 emotion challenge929 cited
  • 2006Emotional speech recognition: Resources, features, and methods927 cited
  • 2014Speech emotion recognition using deep neural network and extreme learning machine822 cited
  • 2013Deep learning for robust feature generation in audiovisual emotion recognition401 cited
  • 2010Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies389 cited
  • 2009On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues136 cited
  • 2015Towards real-time Speech Emotion Recognition using deep neural networks103 cited
  • 2006"Of All Things the Measure Is Man" : Automatic Classification of Emotions and Inter-Labeler Consistency96 cited
  • 2013Exploring Cross-Modality Affective Reactions for Audiovisual Emotion Recognition83 cited

Cited by

  • 2019Every Rating Matters: Joint Learning of Subjective Labels and Individual Annotators for Speech Emotion Classification

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68 cited
  • 2022Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition58 cited
  • 2017Learning emotion-discriminative and domain-invariant features for domain adaptation in speech emotion recognition48 cited
  • 2018Soft-Target Training with Ambiguous Emotional Utterances for DNN-Based Speech Emotion Classification46 cited