Julien Epps

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Professor Eliathamby AmbikairajahUniversity of New South WalesVerified email at ee.unsw.edu.au
Vidhyasaharan SethuSenior Lecturer, The University of New South WalesVerified email at unsw.edu.au
Nicholas CumminsKing's College LondonVerified email at kcl.ac.uk
Roland GoeckeProfessor of Affective Computing, Human-Centred Technology Research Centre, University of CanberraVerified email at canberra.edu.au
Siyuan Chenthe University of New South WalesVerified email at unsw.edu.au
Tharmarajah ThiruvaranHead and Senior Lecturer, Faculty of Engineering, University of JaffnaVerified email at eng.jfn.ac.lk
Zhaocheng HuangApplied Scientist, AmazonVerified email at amazon.com
Michael BreakspearUniversity of Newcastle, AustraliaVerified email at newcastle.edu.au
Björn SchullerProfessor of AI, Imperial College London & University of Augsburg & CSO, audEERINGVerified email at imperial.ac.uk
Vinh NguyenDeep Learning @NVIDIAVerified email at nvidia.com
Gordon ParkerUniversity of New South Wales, Black Dog InstituteVerified email at unsw.edu.au
Shrikanth (Shri) NarayananUniversity Professor and Niki & Max Nikias Chair in Engineering, University of Southern CaliforniaVerified email at sipi.usc.edu
Professor Branko CellerUniversity of NSWVerified email at unsw.edu.au
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Thomas QuatieriMITVerified email at ll.mit.edu
Carlos BussoProfessor of Electrical Engineering, The University of Texas at DallasVerified email at utdallas.edu
Nigel LovellUNSWVerified email at unsw.edu.au
Elisabeth AndreProfessor of Computer Sciences, Augsburg UniversityVerified email at informatik.uni-augsburg.de
Haizhou LiThe Chinese University of Hong Kong, Shenzhen, China; NUS, SingaporeVerified email at u.nus.edu
Joe WolfeSchool of Physics, the University of New South WalesVerified 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 emotion and mental state recognition cognitive workload machine learning HCI


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Information theoretic measures for clusterings comparison: Variants, properties, normalization and correction for chance NX Vinh, J Epps, J Bailey The Journal of Machine Learning Research 11, 2837-2854, 2010	2432	2010
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	946	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	535	2015
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	199	2008
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	160	2006
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	158	2014
An investigation of depressed speech detection: Features and normalization N Cummins, J Epps, M Breakspear, R Goecke Twelfth Annual Conference of the International Speech Communication Association, 2011	157	2011
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 (3), 217-228, 2013	139	2013
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	126	2011
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	124	2013
A novel instrument to measure acoustic resonances of the vocal tract during phonation J Epps, JR Smith, J Wolfe Measurement Science and Technology 8 (10), 1112, 1997	122	1997
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	121	2013
Using task-induced pupil diameter and blink rate to infer cognitive load S Chen, J Epps Human–Computer Interaction 29 (4), 390-413, 2014	119	2014
A new technique for wideband enhancement of coded narrowband speech J Epps, WH Holmes 1999 IEEE Workshop on Speech Coding Proceedings. Model, Coders, and Error …, 1999	119	1999
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	115	2013
On DNA numerical representations for period-3 based exon prediction M Akhtar, J Epps, E Ambikairajah 2007 IEEE international workshop on genomic signal processing and statistics …, 2007	113	2007
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	112	2013
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	110	2013
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	92	2016
I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification R Saedi, KA Lee, T Kinnunen, T Hasan, B Fauve, PM Bousquet, E Khoury, ... Interspeech, 2013	92	2013

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