Julien Epps

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Professor Eliathamby AmbikairajahUniversity of New South WalesEmail verificata su ee.unsw.edu.au
Vidhyasaharan SethuAssociate Professor, The University of New South WalesEmail verificata su unsw.edu.au
Nicholas CumminsKing's College LondonEmail verificata su kcl.ac.uk
Siyuan Chenthe University of New South WalesEmail verificata su unsw.edu.au
Roland GoeckeProfessor of Affective Computing, University of New South Wales CanberraEmail verificata su unsw.edu.au
Zhaocheng HuangSenior Applied Scientist, Amazon AIEmail verificata su amazon.com
Björn SchullerProfessor, Technische Universität München (TUM) / Imperial College London & CSO, audEERINGEmail verificata su tum.de
Shrikanth (Shri) NarayananUniversity Professor and Niki & Max Nikias Chair in Engineering, University of Southern CaliforniaEmail verificata su sipi.usc.edu
Michael BreakspearUniversity of Newcastle, AustraliaEmail verificata su newcastle.edu.au
Vinh NguyenDeep Learning @NVIDIAEmail verificata su nvidia.com
Gordon ParkerUniversity of New South Wales, Black Dog InstituteEmail verificata su unsw.edu.au
Thomas QuatieriMITEmail verificata su ll.mit.edu
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneEmail verificata su unimelb.edu.au
Carlos BussoProfessor of Language Technologies Institute, Carnegie Mellon UniversityEmail verificata su cmu.edu
Professor Branko CellerUniversity of NSWEmail verificata su unsw.edu.au
Haizhou LiThe Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), China; NUS, SingaporeEmail verificata su u.nus.edu
Nigel LovellProfessor of Biomedical Engineering, University of New South Wales (UNSW Sydney)Email verificata su unsw.edu.au
Elisabeth AndreProfessor of Computer Sciences, Augsburg UniversityEmail verificata su informatik.uni-augsburg.de
Stefan SchererMeta - Reality Labs ResearchEmail verificata su fb.com
Joe WolfeSchool of Physics, UNSW SydneyEmail verificata su unsw.edu.au

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Julien Epps

Professor, The University of New South Wales

Email verificata su unsw.edu.au - Home page

speech and behavioural signal processing mental state recognition machine learning HCI


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	3708	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	1944	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	1014	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	238	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	216	2014
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	199	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	197	2016
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	180	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
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
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	166	2013
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	165	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	136	2013

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