Julien Epps

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Professor Eliathamby AmbikairajahUniversity of New South WalesVerified email at ee.unsw.edu.au
Vidhyasaharan SethuAssociate Professor, The University of New South WalesVerified email at unsw.edu.au
Nicholas CumminsKing's College LondonVerified email at kcl.ac.uk
Siyuan Chenthe University of New South WalesVerified email at unsw.edu.au
Roland GoeckeProfessor of Affective Computing, University of New South Wales CanberraVerified email at unsw.edu.au
Zhaocheng HuangSenior Applied Scientist, Amazon AIVerified email at amazon.com
Björn SchullerProfessor, Technische Universität München (TUM) / Imperial College London & CSO, audEERINGVerified email at tum.de
Shrikanth (Shri) NarayananUniversity Professor and Niki & Max Nikias Chair in Engineering, University of Southern CaliforniaVerified email at sipi.usc.edu
Michael BreakspearUniversity of Newcastle, AustraliaVerified email at newcastle.edu.au
Vinh NguyenDeep Learning @NVIDIAVerified email at nvidia.com
Gordon ParkerUniversity of New South Wales, Black Dog InstituteVerified email at unsw.edu.au
Thomas QuatieriMITVerified email at ll.mit.edu
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Carlos BussoProfessor of Language Technologies Institute, Carnegie Mellon UniversityVerified email at cmu.edu
Professor Branko CellerUniversity of NSWVerified email at unsw.edu.au
Haizhou LiThe Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), China; NUS, SingaporeVerified email at u.nus.edu
Nigel LovellProfessor of Biomedical Engineering, University of New South Wales (UNSW Sydney)Verified email at unsw.edu.au
Elisabeth AndreProfessor of Computer Sciences, Augsburg UniversityVerified email at informatik.uni-augsburg.de
Stefan SchererMeta - Reality Labs ResearchVerified email at fb.com
Joe WolfeSchool of Physics, UNSW SydneyVerified email at unsw.edu.au

Julien Epps

Professor, The University of New South Wales

Verified email at unsw.edu.au - Homepage

speech and behavioural signal processing mental state recognition machine learning HCI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Information theoretic measures for clusterings comparison: is a correction for chance necessary? NX Vinh, J Epps, J Bailey Proceedings of the 26th annual international conference on machine learning …, 2009	3711	2009
The Geneva minimalistic acoustic parameter set (GeMAPS) for voice research and affective computing F Eyben, KR Scherer, BW Schuller, J Sundberg, E André, C Busso, ... IEEE transactions on affective computing 7 (2), 190-202, 2015	1950	2015
A review of depression and suicide risk assessment using speech analysis N Cummins, S Scherer, J Krajewski, S Schnieder, J Epps, TF Quatieri Speech communication 71, 10-49, 2015	1017	2015
An investigation of depressed speech detection: Features and normalization N Cummins, J Epps, M Breakspear, R Goecke INTERSPEECH 2011 12th Annual Conference of the International Speech …, 2011	239	2011
Signal processing in sequence analysis: advances in eukaryotic gene prediction M Akhtar, J Epps, E Ambikairajah IEEE journal of selected topics in signal processing 2 (3), 310-321, 2008	224	2008
Eye activity as a measure of human mental effort in HCI S Chen, J Epps, N Ruiz, F Chen Proceedings of the 16th international conference on Intelligent user …, 2011	221	2011
Using task-induced pupil diameter and blink rate to infer cognitive load S Chen, J Epps Human–Computer Interaction 29 (4), 390-413, 2014	218	2014
Multimodal depression detection: fusion analysis of paralinguistic, head pose and eye gaze behaviors S Alghowinem, R Goecke, M Wagner, J Epps, M Hyett, G Parker, ... IEEE Transactions on Affective Computing 9 (4), 478-490, 2016	199	2016
Multimodal assistive technologies for depression diagnosis and monitoring J Joshi, R Goecke, S Alghowinem, A Dhall, M Wagner, J Epps, G Parker, ... Journal on Multimodal User Interfaces 7, 217-228, 2013	198	2013
The interspeech 2014 computational paralinguistics challenge: Cognitive & physical load, multitasking B Schuller, S Steidl, A Batliner, J Epps, F Eyben, F Ringeval, E Marchi, ... Proceedings INTERSPEECH 2014, 15th Annual Conference of the International …, 2014	196	2014
Transfer learning for improving speech emotion classification accuracy S Latif, R Rana, S Younis, J Qadir, J Epps arXiv preprint arXiv:1801.06353, 2018	181	2018
Diagnosis of depression by behavioural signals: a multimodal approach N Cummins, J Joshi, A Dhall, V Sethu, R Goecke, J Epps Proceedings of the 3rd ACM international workshop on Audio/visual emotion …, 2013	168	2013
Detecting depression: a comparison between spontaneous and read speech S Alghowinem, R Goecke, M Wagner, J Epps, M Breakspear, G Parker 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013	168	2013
A study of hand shape use in tabletop gesture interaction J Epps, S Lichman, M Wu CHI'06 extended abstracts on human factors in computing systems, 748-753, 2006	168	2006
Automatic classification of eye activity for cognitive load measurement with emotion interference S Chen, J Epps Computer methods and programs in biomedicine 110 (2), 111-124, 2013	166	2013
Multimodal behavior and interaction as indicators of cognitive load F Chen, N Ruiz, E Choi, J Epps, MA Khawaja, R Taib, B Yin, Y Wang ACM Transactions on Interactive Intelligent Systems (TiiS) 2 (4), 1-36, 2013	163	2013
Estimating cognitive workload using wavelet entropy-based features during an arithmetic task P Zarjam, J Epps, F Chen, NH Lovell Computers in biology and medicine 43 (12), 2186-2195, 2013	152	2013
Direct modelling of speech emotion from raw speech S Latif, R Rana, S Khalifa, R Jurdak, J Epps arXiv preprint arXiv:1904.03833, 2019	146	2019
Variational autoencoders for learning latent representations of speech emotion: A preliminary study S Latif, R Rana, J Qadir, J Epps arXiv preprint arXiv:1712.08708, 2017	142	2017
A comparative study of different classifiers for detecting depression from spontaneous speech S Alghowinem, R Goecke, M Wagner, J Epps, T Gedeon, M Breakspear, ... 2013 IEEE international conference on acoustics, speech and signal …, 2013	137	2013

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