Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017
暂无分享,去创建一个
Roland Göcke | Ting Dang | Vidhyasaharan Sethu | Zhaocheng Huang | Julien Epps | Sadari Jayawardena | Brian Stasak | Munawar Hayat | Phu Ngoc Le | Mia Atcheson | Roland Göcke | J. Epps | Munawar Hayat | V. Sethu | T. Dang | Brian Stasak | P. Le | Zhaocheng Huang | Sadari Jayawardena | M. Atcheson
[1] Klaus R. Scherer,et al. Antecedents of and Reactions to Emotions in the United States and Japan , 1988 .
[2] Thomas E Joiner,et al. Do major depressive disorder and dysthymic disorder confer differential risk for suicide? , 2009, Journal of affective disorders.
[3] Shrikanth S. Narayanan,et al. Support Vector Regression for Automatic Recognition of Spontaneous Emotions in Speech , 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.
[4] Roland Göcke,et al. Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect , 2017, INTERSPEECH.
[5] John Kane,et al. COVAREP — A collaborative voice analysis repository for speech technologies , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[6] J. Pennebaker,et al. Language use of depressed and depression-vulnerable college students , 2004 .
[7] Erik Cambria,et al. SenticNet: A Publicly Available Semantic Resource for Opinion Mining , 2010, AAAI Fall Symposium: Commonsense Knowledge.
[8] Birgitta Ojamaa,et al. Sentiment analysis on conversational texts , 2015, NODALIDA.
[9] Vidhyasaharan Sethu,et al. Analysis of acoustic space variability in speech affected by depression , 2015, Speech Commun..
[10] Peter Kulchyski. and , 2015 .
[11] T. Pozzo,et al. Psychomotor Retardation in Depression: A Systematic Review of Diagnostic, Pathophysiologic, and Therapeutic Implications , 2013, BioMed research international.
[12] N. Freedman,et al. The language of depression. , 1981, Bulletin of the Menninger Clinic.
[13] Athanasios Katsamanis,et al. Tracking changes in continuous emotion states using body language and prosodic cues , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[14] J. Sayers. The world health report 2001 - Mental health: new understanding, new hope , 2001 .
[15] David J. Fleet,et al. Erratum: "Gaussian process dynamical models for human motion" (IEEE Transactions on Pattern analysis and Machine Intelligenc (292)) , 2008 .
[16] David DeVault,et al. The Distress Analysis Interview Corpus of human and computer interviews , 2014, LREC.
[17] Laurence Devillers,et al. Multimodal Sentiment Analysis in the Wild: Ethical considerations on Data Collection, Annotation, and Exploitation , 2016 .
[18] Björn W. Schuller,et al. The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing , 2016, IEEE Transactions on Affective Computing.
[19] S. Flint,et al. Sequence stratigraphy of Cretaceous shallow marine sandstones, Book Cliffs, Utah: application to reservoir modelling , 1993 .
[20] Carlos Busso,et al. Interpreting ambiguous emotional expressions , 2009, 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops.
[21] Danielle S McNamara,et al. Sentiment Analysis and Social Cognition Engine (SEANCE): An automatic tool for sentiment, social cognition, and social-order analysis , 2017, Behavior research methods.
[22] J. Darby,et al. Speech and voice parameters of depression: a pilot study. , 1984, Journal of communication disorders.
[23] Byron Reeves,et al. The effects of animated characters on anxiety, task performance, and evaluations of user interfaces , 2000, CHI.
[24] Thomas F. Quatieri,et al. Vocal biomarkers of depression based on motor incoordination , 2013, AVEC@ACM Multimedia.
[25] Michele R. Dudash,et al. Predicting the Probability of Outbreeding Depression , 2011, Conservation biology : the journal of the Society for Conservation Biology.
[26] Robert Philip Weber,et al. Dynamics of culture , 1986 .
[27] Björn W. Schuller,et al. LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework , 2013, Image Vis. Comput..
[28] M. Bradley,et al. Affective Norms for English Words (ANEW): Instruction Manual and Affective Ratings , 1999 .
[29] Zhaocheng Huang,et al. A PLLR and multi-stage Staircase Regression framework for speech-based emotion prediction , 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[30] Ting Dang,et al. An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression , 2017, INTERSPEECH.
[31] Carl E. Rasmussen,et al. Additive Gaussian Processes , 2011, NIPS.
[32] Scott A. Crossley,et al. Automatically Assessing Lexical Sophistication: Indices, Tools, Findings, and Application , 2015 .
[33] Lenore J Launer,et al. Intensive vs Standard Blood Pressure Control and Cardiovascular Disease Outcomes in Adults Aged ≥75 Years: A Randomized Clinical Trial. , 2016, JAMA.
[34] Ting Dang,et al. Staircase Regression in OA RVM, Data Selection and Gender Dependency in AVEC 2016 , 2016, AVEC@ACM Multimedia.
[35] Eric Horvitz,et al. Predicting Depression via Social Media , 2013, ICWSM.
[36] Balthasar Bickel,et al. Language evolution: syntax before phonology? , 2014, Proceedings of the Royal Society B: Biological Sciences.
[37] David J. Fleet,et al. This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE Gaussian Process Dynamical Model , 2007 .
[38] Fabien Ringeval,et al. AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge , 2017, AVEC@ACM Multimedia.
[39] T. Strine,et al. The PHQ-8 as a measure of current depression in the general population. , 2009, Journal of affective disorders.
[40] Katharina Eggensperger,et al. Towards an Empirical Foundation for Assessing Bayesian Optimization of Hyperparameters , 2013 .
[41] Ting Dang,et al. An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction , 2015, AVEC@ACM Multimedia.
[42] Laura K. Allen,et al. Analyzing Discourse Processing Using a Simple Natural Language Processing Tool , 2014 .
[43] Saif Mohammad,et al. CROWDSOURCING A WORD–EMOTION ASSOCIATION LEXICON , 2013, Comput. Intell..
[44] Jean-Claude Martin,et al. Human computer interfaces for autism: assessing the influence of task assignment and output modalities , 2005, CHI Extended Abstracts.
[45] Fabien Ringeval,et al. At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech , 2016, INTERSPEECH.
[46] A. Feinstein,et al. The link between multiple sclerosis and depression , 2014, Nature Reviews Neurology.
[47] Marshall S. Smith,et al. The general inquirer: A computer approach to content analysis. , 1967 .
[48] B. Pfohl,et al. Linguistic analysis of speech in affective disorders. , 1976, Archives of general psychiatry.
[49] W. Iacono,et al. Risk for recurrence in depression. , 2007, Clinical psychology review.
[50] Hatice Gunes,et al. Output-associative RVM regression for dimensional and continuous emotion prediction , 2011, Face and Gesture 2011.