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Julien Epps
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Publications
- 2020
- [j37]Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, James R. Williamson, Thomas F. Quatieri, Jarek Krajewski:
Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech. IEEE Trans. Affect. Comput. 11(2): 272-283 (2020) - 2019
- [i3]Vidhyasaharan Sethu, Emily Mower Provost, Julien Epps, Carlos Busso, Nicholas Cummins, Shrikanth S. Narayanan:
The Ambiguous World of Emotion Representation. CoRR abs/1909.00360 (2019) - 2018
- [p1]Jeffrey F. Cohn, Nicholas Cummins, Julien Epps, Roland Goecke, Jyoti Joshi, Stefan Scherer:
Multimodal assessment of depression from behavioral signals. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) 2018: 375-417 - 2016
- [c100]Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke:
An Investigation of Emotional Speech in Depression Classification. INTERSPEECH 2016: 485-489 - 2015
- [j23]Nicholas Cummins, Stefan Scherer, Jarek Krajewski, Sebastian Schnieder, Julien Epps, Thomas F. Quatieri:
A review of depression and suicide risk assessment using speech analysis. Speech Commun. 71: 10-49 (2015) - [j21]Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Sebastian Schnieder, Jarek Krajewski:
Analysis of acoustic space variability in speech affected by depression. Speech Commun. 75: 27-49 (2015) - [c96]Mark E. Larsen, Nicholas Cummins, Tjeerd W. Boonstra, Bridianne O'Dea, Joe Tighe, Jennifer Nicholas, Fiona Shand, Julien Epps, Helen Christensen:
The use of technology in Suicide Prevention. EMBC 2015: 7316-7319 - [c95]Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski:
Weighted pairwise Gaussian likelihood regression for depression score prediction. ICASSP 2015: 4779-4783 - [c94]Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski:
Relevance vector machine for depression prediction. INTERSPEECH 2015: 110-114 - [c91]Zhaocheng Huang, Ting Dang, Nicholas Cummins, Brian Stasak, Phu Ngoc Le, Vidhyasaharan Sethu, Julien Epps:
An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction. AVEC@ACM Multimedia 2015: 41-48 - 2014
- [c90]Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski:
Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech. ICASSP 2014: 970-974 - [c88]Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski:
Probabilistic acoustic volume analysis for speech affected by depression. INTERSPEECH 2014: 1238-1242 - 2013
- [c84]Nicholas Cummins, Julien Epps, Eliathamby Ambikairajah:
Spectro-temporal analysis of speech affected by depression and psychomotor retardation. ICASSP 2013: 7542-7546 - [c79]Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Michael Breakspear, Roland Goecke:
Modeling spectral variability for the classification of depressed speech. INTERSPEECH 2013: 857-861 - [c75]Nicholas Cummins, Jyoti Joshi, Abhinav Dhall, Vidhyasaharan Sethu, Roland Goecke, Julien Epps:
Diagnosis of depression by behavioural signals: a multimodal approach. AVEC@ACM Multimedia 2013: 11-20 - 2012
- [c67]Nicholas Cummins, Julien Epps, Jia Min Karen Kua:
A Comparison of Classification Paradigms for Speaker Likeability Determination. INTERSPEECH 2012: 282-285 - 2011
- [c57]Nicholas Cummins, Julien Epps, Michael Breakspear, Roland Goecke:
An Investigation of Depressed Speech Detection: Features and Normalization. INTERSPEECH 2011: 2997-3000
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