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Versatile Audio-Visual Learning for Emotion Recognition
16 references·0 citing·49 second hop
Versatile Audio-Visual Learning for Emotion Recognition (2024)Versatile Audio-Visual Learning for Emoti…Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap (2023)Dawn of the Transformer Era i…Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network (2022)Classifying Emotions and Enga…Leveraging recent advances in deep learning for audio-Visual emotion recognition (2021)Leveraging recent advances in…Multimodal Transformer Fusion for Continuous Emotion Recognition (2020)Multimodal Transformer Fusion…Speech emotion recognition (2018)Speech emotion recognitionBuilding Naturalistic Emotionally Balanced Speech Corpus by Retrieving Emotional Speech from Existing Podcast Recordings (2017)Building Naturalistic Emotion…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…A Review and Meta-Analysis of Multimodal Affect Detection Systems (2015)A Review and Meta-Analysis of…CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)CREMA-D: Crowd-Sourced Emotio…Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Collecting Large, Richly Anno…Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Survey on speech emotion reco…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…Analysis of emotion recognition using facial expressions, speech and multimodal information (2004)Analysis of emotion recogniti…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Constants across cultures in the face and emotion. (1971)Constants across cultures in …Web-Based Database for Facial Expression Analysis (2005)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Image based Static Facial Expression Recognition with Multiple Deep Network Learning (2015)EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild (2016)A power primer. 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References

  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
  • 1971Constants across cultures in the face and emotion.5,506 cited
  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
  • 2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
  • 2014CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset925 cited
  • 2004Analysis of emotion recognition using facial expressions, speech and multimodal information842 cited
  • 2012Collecting Large, Richly Annotated Facial-Expression Databases from Movies664 cited
  • 2015A Review and Meta-Analysis of Multimodal Affect Detection Systems631 cited
  • 2018Speech emotion recognition547 cited
  • 2023Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap410 cited
  • 2016MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception391 cited
  • 2022Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network351 cited
  • 2017Building Naturalistic Emotionally Balanced Speech Corpus by Retrieving Emotional Speech from Existing Podcast Recordings

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331 cited
  • 2021Leveraging recent advances in deep learning for audio-Visual emotion recognition238 cited
  • 2020Multimodal Transformer Fusion for Continuous Emotion Recognition187 cited
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