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D-vlog: Multimodal Vlog Dataset for Depression Detection
16 references·6 citing·54 second hop
D-vlog: Multimodal Vlog Dataset for Depression Detection (2022)D-vlog: Multimodal Vlog Dataset for Depre…M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues (2020)M3ER: Multiplicative Multimod…Detection of Depression-Related Posts in Reddit Social Media Forum (2019)Detection of Depression-Relat…Deep Learning for Depression Detection of Twitter Users (2018)Deep Learning for Depression …Emotion Recognition Using Multimodal Deep Learning (2016)Emotion Recognition Using Mul…The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)The Geneva Minimalistic Acous…A Review and Meta-Analysis of Multimodal Affect Detection Systems (2015)A Review and Meta-Analysis of…The Distress Analysis Interview Corpus of human and computer interviews (2014)The Distress Analysis Intervi…Deep learning for robust feature generation in audiovisual emotion recognition (2013)Deep learning for robust feat…A Depression Detection Model Based on Sentiment Analysis in Micro-blog Social Network (2013)A Depression Detection Model …LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework (2012)LSTM-Modeling of continuous e…Diagnostic and Statistical Manual of Mental Disorders (2012)Diagnostic and Statistical Ma…Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space (2011)Continuous Prediction of Spon…Emotion Recognition through Multiple Modalities: Face, Body Gesture, Speech (2008)Emotion Recognition through M…Voice acoustic measures of depression severity and treatment response collected via interactive voice response (IVR) technology (2006)Voice acoustic measures of de…Bi-modal emotion recognition from expressive face and body gestures (2006)Bi-modal emotion recognition …Global burden of depressive disorders in the year 2000 (2004)Global burden of depressive d…DepMSTAT: Multimodal Spatio-Temporal Attentional Transformer for Depression Detection (2024)DepMSTAT: Multimodal Spatio-T…Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition (2023)Two Birds With One Stone: Kno…Towards Gender Fairness for Mental Health Prediction (2023)Towards Gender Fairness for M…A novel study for depression detecting using audio signals based on graph neural network (2023)A novel study for depression …A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (2023)A Facial Expression-Aware Mul…TAMFN: Time-Aware Attention Multimodal Fusion Network for Depression Detection (2022)TAMFN: Time-Aware Attention M…A power primer. 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References

  • 2012Diagnostic and Statistical Manual of Mental Disorders20,570 cited
  • 2015The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing1,815 cited
  • 2004Global burden of depressive disorders in the year 20001,733 cited
  • 2015A Review and Meta-Analysis of Multimodal Affect Detection Systems631 cited
  • 2014The Distress Analysis Interview Corpus of human and computer interviews591 cited
  • 2019Detection of Depression-Related Posts in Reddit Social Media Forum466 cited
  • 2011Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space450 cited
  • 2013Deep learning for robust feature generation in audiovisual emotion recognition401 cited
  • 2006Bi-modal emotion recognition from expressive face and body gestures383 cited
  • 2006Voice acoustic measures of depression severity and treatment response collected via interactive voice response (IVR) technology380 cited
  • 2018Deep Learning for Depression Detection of Twitter Users345 cited
  • 2016Emotion Recognition Using Multimodal Deep Learning301 cited
  • 2012LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework288 cited
  • 2008Emotion Recognition through Multiple Modalities: Face, Body Gesture, Speech268 cited

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  • 2020M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues261 cited
  • 2013A Depression Detection Model Based on Sentiment Analysis in Micro-blog Social Network227 cited
  • Cited by

    • 2024DepMSTAT: Multimodal Spatio-Temporal Attentional Transformer for Depression Detection110 cited
    • 2022TAMFN: Time-Aware Attention Multimodal Fusion Network for Depression Detection78 cited
    • 2023Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition55 cited
    • 2023A novel study for depression detecting using audio signals based on graph neural network54 cited
    • 2023A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations51 cited
    • 2023Towards Gender Fairness for Mental Health Prediction16 cited