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Voice acoustical measurement of the severity of major depression
1 references·16 citing·49 second hop
Voice acoustical measurement of the severity of major depression (2004)Voice acoustical measurement of the sever…A RATING SCALE FOR DEPRESSION (1960)A RATING SCALE FOR DEPRESSIONPrediction of Depression Severity Based on the Prosodic and Semantic Features With Bidirectional LSTM and Time Distributed CNN (2022)Prediction of Depression Seve…Speech as a Biomarker for Depression (2021)Speech as a Biomarker for Dep…Detection of Minor and Major Depression through Voice as a Biomarker Using Machine Learning (2021)Detection of Minor and Major …Using speech recognition technology to investigate the association between timing-related speech features and depression severity (2020)Using speech recognition tech…Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood (2020)Deep learning-based classific…Acoustic differences between healthy and depressed people: a cross-situation study (2019)Acoustic differences between …Flexible voices: Identity perception from variable vocal signals (2018)Flexible voices: Identity per…Detecting Depression Using an Ensemble Logistic Regression Model Based on Multiple Speech Features (2018)Detecting Depression Using an…Major depressive disorder discrimination using vocal acoustic features (2017)Major depressive disorder dis…Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding (2017)Dynamic Multimodal Measuremen…A Cross-modal Review of Indicators for Depression Detection Systems (2017)A Cross-modal Review of Indic…Speech vs. text: A comparative analysis of features for depression detection systems (2016)Speech vs. text: A comparativ…Evaluation of Voice Acoustics as Predictors of Clinical Depression Scores (2016)Evaluation of Voice Acoustics…Detecting Depression using Vocal, Facial and Semantic Communication Cues (2016)Detecting Depression using Vo…Self-Reported Symptoms of Depression and PTSD Are Associated with Reduced Vowel Space in Screening Interviews (2015)Self-Reported Symptoms of Dep…Automated computerized analysis of speech in psychiatric disorders (2014)Automated computerized analys…Distribution Theory for Glass's Estimator of Effect Size and Related Estimators (1981)The PHQ-9 (2001)The PHQ-9: A New Depression Diagnostic and Severity Measure (2002)Objective assessment of depressive symptoms with machine learning and wearable sensors data (2017)Using regional saliency for speech emotion recognition (2017)Speech‐based markers for posttraumatic stress disorder in US veterans (2019)Contact With Mental Health and Primary Care Providers Before Suicide: A Review of the Evidence (2002)Clinical Correlates of Inpatient Suicide (2003)Sentiment analysis and affective computing for depression monitoring (2017)Automatic Depression Detection Using Smartphone-Based Text-Dependent Speech Signals: Deep Convolutional Neural Network Approach (2022)The voice of depression: speech features as biomarkers for major depressive disorder (2024)Durational variability in speech and the Rhythm Class Hypothesis (2002)The PHQ-8 as a measure of current depression in the general population (2008)Multimodal Measurement of Depression Using Deep Learning Models (2017)Predicting Depression via Social Media (2021)A multimodal fusion model with multi-level attention mechanism for depression detection (2022)Automatic Depression Detection: an Emotional Audio-Textual Corpus and A Gru/Bilstm-Based Model (2022)An Inventory for Measuring Depression (1961)Projections of Global Mortality and Burden of Disease from 2002 to 2030 (2006)A scoping review of machine learning in psychotherapy research (2020)Spectral Representation of Behaviour Primitives for Depression Analysis (2020)Machine Learning for Multimodal Mental Health Detection: A Systematic Review of Passive Sensing Approaches (2024)The 16-Item quick inventory of depressive symptomatology (QIDS), clinician rating (QIDS-C), and self-report (QIDS-SR): a psychometric evaluation in patients with chronic major depression (2003)The INTERSPEECH 2009 emotion challenge (2009)A review of depression and suicide risk assessment using speech analysis (2015)The Lombard Sign and the Role of Hearing in Speech (1971)The motor theory of speech perception revised (1985)Integrating face and voice in person perception (2007)How many voices did you hear? Natural variability disrupts identity perception from unfamiliar voices (2018)Perceptual Integration of Linguistic and Non‐Linguistic Properties of Speech (2021)Trait impressions from voices are formed rapidly within 400 ms of exposure. (2023)The emergence of gender differences in depression during adolescence. (1994)The Epidemiology of Major Depressive Disorder (2003)Multi-modal depression detection based on emotional audio and evaluation text (2021)Automatic depression recognition by intelligent speech signal processing: A systematic survey (2022)The expression of the emotions in man and animals. (1872)Research Diagnostic Criteria (1978)Research Domain Criteria (RDoC): Toward a New Classification Framework for Research on Mental Disorders (2010)Resilience to potential trauma and adversity through regulatory flexibility (2023)Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns (2024)The Psychedelic Future of Post-Traumatic Stress Disorder Treatment (2024)Depression: Clinical, Experimental, and Theoretical Aspects (1968)Self-focused attention and negative affect: A meta-analysis. (2002)Rethinking Rumination (2008)A Dynamical Systems View of Psychiatric Disorders—Practical Implications (2024)Links between self-monitoring data collected through smartphones and smartwatches and the individual disease trajectories of adult patients with depressive disorders: Study protocol of a one-year observational trial (2025)The CES-D Scale (1977)Development and validation of a geriatric depression screening scale: A preliminary report (1982)The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research (1989)
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References

  • 1960A RATING SCALE FOR DEPRESSION32,812 cited

Cited by

  • 2016Detecting Depression using Vocal, Facial and Semantic Communication Cues218 cited
  • 2017Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding193 cited
  • 2018Flexible voices: Identity perception from variable vocal signals157 cited
  • 2017Major depressive disorder discrimination using vocal acoustic features146 cited
  • 2015Self-Reported Symptoms of Depression and PTSD Are Associated with Reduced Vowel Space in Screening Interviews127 cited
  • 2021Speech as a Biomarker for Depression109 cited
  • 2020Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood108 cited
  • 2018Detecting Depression Using an Ensemble Logistic Regression Model Based on Multiple Speech Features107 cited
  • 2016Evaluation of Voice Acoustics as Predictors of Clinical Depression Scores103 cited
  • 2022Prediction of Depression Severity Based on the Prosodic and Semantic Features With Bidirectional LSTM and Time Distributed CNN101 cited
  • 2019Acoustic differences between healthy and depressed people: a cross-situation study98 cited
  • 2021Detection of Minor and Major Depression through Voice as a Biomarker Using Machine Learning94 cited
  • 2014

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Automated computerized analysis of speech in psychiatric disorders
93 cited
  • 2020Using speech recognition technology to investigate the association between timing-related speech features and depression severity80 cited
  • 2016Speech vs. text: A comparative analysis of features for depression detection systems75 cited
  • 2017A Cross-modal Review of Indicators for Depression Detection Systems70 cited