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CCA based feature selection with application to continuous depression recognition from acoustic speech features
8 references·9 citing·54 second hopsampled
CCA based feature selection with application to continuous depression recognition from acoustic speech features (2014)CCA based feature selection with applicat…The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism (2013)The INTERSPEECH 2013 computat…Diagnosis of depression by behavioural signals (2013)Diagnosis of depression by be…Depression recognition based on dynamic facial and vocal expression features using partial least square regression (2013)Depression recognition based …AVEC 2013 (2013)AVEC 2013Categorical and dimensional affect analysis in continuous input: Current trends and future directions (2012)Categorical and dimensional a…AVEC 2012 (2012)AVEC 2012AVEC 2012 (2012)AVEC 2012Comparison of Beck Depression Inventories-IA and-II in Psychiatric Outpatients (1996)Comparison of Beck Depression…Multimodal assessment of depression from behavioral signals (2018)Multimodal assessment of depr…Depression Severity Estimation from Multiple Modalities (2018)Depression Severity Estimatio…Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech (2017)Generalized Two-Stage Rank Re…Recognizing emotions in spoken dialogue with hierarchically fused acoustic and lexical features (2016)Recognizing emotions in spoke…Group happiness assessment using geometric features and dataset balancing (2016)Group happiness assessment us…Cross lingual speech emotion recognition using canonical correlation analysis on principal component subspace (2016)Cross lingual speech emotion …Emotion recognition in spontaneous and acted dialogues (2015)Emotion recognition in sponta…Combining modality-specific extreme learning machines for emotion recognition in the wild (2015)Combining modality-specific e…Eyes Whisper Depression (2014)Eyes Whisper DepressionDevelopment of a Rating Scale for Primary Depressive Illness (1967)Affective Computing (1997)AVEC 2014 (2014)AVEC 2016 (2016)EEG Based Emotion Recognition: A Tutorial and Review (2022)FEELTRACE: an instrument for recording perceived emotion in real time (2000)AVEC 2011–The First International Audio/Visual Emotion Challenge (2011)The SEMAINE Database: Annotated Multimodal Records of Emotionally Colored Conversations between a Person and a Limited Agent (2011)Automatic Facial Expression Analysis (2014)Vision and Attention Theory Based Sampling for Continuous Facial Emotion Recognition (2014)Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in Conversation (2022)Facial Action Coding System (1978)Speech emotion recognition using hidden Markov models (2003)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors (2016)Artificial Intelligent System for Automatic Depression Level Analysis Through Visual and Vocal Expressions (2017)Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding (2017)An Inventory for Measuring Depression (1961)Psychometric properties of the Beck Depression Inventory: Twenty-five years of evaluation (1988)Recommendations for a Standard Research Assessment of Insomnia (2006)Diagnostic and Statistical Manual of Mental Disorders (2013)Psychometric properties of the Beck Depression Inventory-II: a comprehensive review (2013)A review of depression and suicide risk assessment using speech analysis (2015)The expression of the emotions in man and animals. 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(1980)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)AFEW-VA database for valence and arousal estimation in-the-wild (2017)Deep Learning for Human Affect Recognition: Insights and New Developments (2019)SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild (2019)Emotion recognition in human-computer interaction (2001)Projections of Global Mortality and Burden of Disease from 2002 to 2030 (2006)Depression: causes and treatment (2013)Automatic Detection of Depression in Speech Using Ensemble Convolutional Neural Networks (2020)MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection (2021)Transformer-based multimodal feature enhancement networks for multimodal depression detection integrating video, audio and remote photoplethysmograph signals (2023)The World of Emotions is not Two-Dimensional (2007)The INTERSPEECH 2009 emotion challenge (2009)Emotion recognition in the wild challenge 2013 (2013)A Multi-Task Learning Framework for Emotion Recognition Using 2D Continuous Space (2015)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)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)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)IEMOCAP: interactive emotional dyadic motion capture database (2008)Recognizing induced emotions of movie audiences: Are induced and perceived emotions the same? (2017)A Survey on Databases for Multimodal Emotion Recognition and an Introduction to the VIRI (Visible and InfraRed Image) Database (2022)Fusing ASR Outputs in Joint Training for Speech Emotion Recognition (2022)The CES-D Scale (1977)The PHQ-9 (2001)Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions (2018)Natural Language Processing Methods for Acoustic and Landmark Event-Based Features in Speech-Based Depression Detection (2019)Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation (2020)
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References

  • 1996Comparison of Beck Depression Inventories-IA and-II in Psychiatric Outpatients5,962 cited
  • 2013The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism733 cited
  • 2013AVEC 2013584 cited
  • 2012Categorical and dimensional affect analysis in continuous input: Current trends and future directions360 cited
  • 2012AVEC 2012226 cited
  • 2013Depression recognition based on dynamic facial and vocal expression features using partial least square regression224 cited
  • 2013Diagnosis of depression by behavioural signals139 cited
  • 2012AVEC 201276 cited

Cited by

  • 2016Recognizing emotions in spoken dialogue with hierarchically fused acoustic and lexical features61 cited
  • 2018Multimodal assessment of depression from behavioral signals55 cited
  • 2015Emotion recognition in spontaneous and acted dialogues47 cited
  • 2016Group happiness assessment using geometric features and dataset balancing45 cited
  • 2017Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech44 cited
  • 2016Cross lingual speech emotion recognition using canonical correlation analysis on principal component subspace42 cited
  • 2014

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Eyes Whisper Depression
40 cited
  • 2015Combining modality-specific extreme learning machines for emotion recognition in the wild39 cited
  • 2018Depression Severity Estimation from Multiple Modalities37 cited