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Robust Audiovisual Emotion Recognition: Aligning Modalities, Capturing Temporal Information, and Handling Missing Features
16 references·0 citing·49 second hop
Robust Audiovisual Emotion Recognition: Aligning Modalities, Capturing Temporal Information, and Handling Missing Features (2022)Robust Audiovisual Emotion Recognition: A…M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues (2020)M3ER: Multiplicative Multimod…Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning (2019)Improved End-to-End Speech Em…AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception (2016)MSP-IMPROV: An Acted Corpus o…Recurrent Neural Networks for Emotion Recognition in Video (2015)Recurrent Neural Networks for…CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)CREMA-D: Crowd-Sourced Emotio…Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild (2014)Combining Multiple Kernel Met…The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism (2013)The INTERSPEECH 2013 computat…Combining modality specific deep neural networks for emotion recognition in video (2013)Combining modality specific d…LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework (2012)LSTM-Modeling of continuous e…Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels (2010)Emotion Recognition of Affect…Multimodal emotion recognition in speech-based interaction using facial expression, body gesture and acoustic analysis (2009)Multimodal emotion recognitio…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Temporal window of integration in auditory-visual speech perception (2006)Temporal window of integratio…Ensemble methods for spoken emotion recognition in call-centres (2006)Ensemble methods for spoken e…Facial emotion recognition using multi-modal information (2002)Facial emotion recognition us…Psychological Assessment Resources (1995)Comprehensive database for facial expression analysis (2002)IEMOCAP: interactive emotional dyadic motion capture database (2008)Training deep networks for facial expression recognition with crowd-sourced label distribution (2016)MEAD: A Large-Scale Audio-Visual Dataset for Emotional Talking-Face Generation (2020)Hearing lips and seeing voices (1976)Temporal information in speech: acoustic, auditory and linguistic aspects (1992)The merging of the senses (1994)Speech perception at the interface of neurobiology and linguistics (2007)Neuronal oscillations and visual amplification of speech (2008)The Natural Statistics of Audiovisual Speech (2009)Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Analysis (2015)A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)Using uh and um in spontaneous speaking (2002)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)AVEC 2016 (2016)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Social Signal Processing (2017)Automated assessment of psychiatric disorders using speech: A systematic review (2020)Toward the simulation of emotion in synthetic speech: A review of the literature on human vocal emotion (1993)On the universality and cultural specificity of emotion recognition: A meta-analysis. 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References

  • 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions2,797 cited
  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
  • 2014CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset925 cited
  • 2013The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism733 cited
  • 2006Temporal window of integration in auditory-visual speech perception622 cited
  • 2013Combining modality specific deep neural networks for emotion recognition in video391 cited
  • 2016MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception391 cited
  • 2015Recurrent Neural Networks for Emotion Recognition in Video386 cited
  • 2006Ensemble methods for spoken emotion recognition in call-centres320 cited
  • 2002Facial emotion recognition using multi-modal information319 cited
  • 2012LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework288 cited
  • 2010Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels267 cited
  • 2020M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues261 cited
  • 2009Multimodal emotion recognition in speech-based interaction using facial expression, body gesture and acoustic analysis

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256 cited
  • 2014Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild202 cited
  • 2019Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning197 cited
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