Professor Julien Epps
Head of School

Professor Julien Epps

Engineering
Electrical Engineering and Telecommunications

Julien Epps received the B.E. and Ph.D. degrees from the University of New South Wales, Sydney, Australia, in 1997 and 2001, respectively. From 2002 to 2004, he was a Senior Research Engineer with Motorola Labs, where he was engaged in speech recognition. From 2004 to 2006, he was a Senior Researcher and Project Leader with National ICT Australia, Sydney. He then joined the UNSW School of Electrical Engineering and Telecommunications in 2007 as a Senior Lecturer, and is currently a Professor. He is also a Contributed Researcher with Data61, CSIRO, Australia. He has delivered invited tutorials to major international conferences, such as INTERSPEECH and IEEE SMC, and invited keynotes to workshops of ACII, ACM Multimedia and ACM ICMI. He is serving as an Associate Editor for IEEE Transactions on Affective Computing and for Frontiers in ICT (Human-Media Interaction section and Psychology section), and has served as a Guest Editor for the Computer Speech and Language. He was a member of the Advisory Board of the ACM Int. Conf. on Multimodal Interaction from 2015-2017 and is currently an Executive Committee Member of the Association for the Advancement of Affective Computing. He was a General Chair for the Int. Conf. on Affective Computing and Intelligent Interaction in 2017, and a Program Chair in 2019.

 

Phone
+61 2 9385 6579
Location
School of Electrical Engineering and Telecommunications (Building G17) Room EE105
  • Book Chapters | 2017
    Epps J, 2017, 'Task Load and Stress', in The Wiley Handbook of Human Computer Interaction Set, pp. 207 - 223, http://dx.doi.org/10.1002/9781118976005.ch11
    Book Chapters | 2015
    Sethu V; Epps J; Ambikairajah E, 2015, 'Speech based emotion recognition', in Speech and Audio Processing for Coding, Enhancement and Recognition, Springer Link, pp. 197 - 228, http://dx.doi.org/10.1007/978-1-4939-1456-2_7
  • Journal articles | 2023
    Chen S; Epps J, 2023, 'A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis', IEEE Transactions on Affective Computing, pp. 1 - 16, http://dx.doi.org/10.1109/taffc.2023.3258915
    Journal articles | 2023
    Jayawardena S; Epps J; Ambikairajah E, 2023, 'Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction', IEEE Transactions on Affective Computing, vol. 14, pp. 563 - 577, http://dx.doi.org/10.1109/TAFFC.2020.3031300
    Journal articles | 2022
    Chen S; Epps J; Paas F, 2022, 'Pupillometric and blink measures of diverse task loads: Implications for working memory models', British Journal of Educational Psychology, http://dx.doi.org/10.1111/bjep.12577
    Journal articles | 2022
    Dzurak AS; Epps J; Laucht A; Malaney R; Morello A; Nurdin HI; Pla JJ; Saraiva A; Yang CH, 2022, 'Development of an Undergraduate Quantum Engineering Degree', IEEE Transactions on Quantum Engineering, vol. 3, http://dx.doi.org/10.1109/TQE.2022.3157338
    Journal articles | 2022
    Latif S; Rana R; Khalifa S; Jurdak R; Epps J; Schuller BW, 2022, 'Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition', IEEE Transactions on Affective Computing, vol. 13, pp. 992 - 1004, http://dx.doi.org/10.1109/TAFFC.2020.2983669
    Journal articles | 2021
    Aboutanios E; Sethu V; Ambikairajah E; Taubman DS; Epps J, 2021, 'Teaching Signal Processing through Frequent and Diverse Design: A Pedagogical Approach', IEEE Signal Processing Magazine, vol. 38, pp. 133 - 143, http://dx.doi.org/10.1109/MSP.2021.3057855
    Journal articles | 2021
    Chen S; Epps J, 2021, 'Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features', IEEE Transactions on Affective Computing, vol. 12, pp. 622 - 635, http://dx.doi.org/10.1109/TAFFC.2019.2956135
    Journal articles | 2021
    Gunendradasan T; Ambikairajah E; Epps J; Sethu V; Li H, 2021, 'An adaptive transmission line cochlear model based front-end for replay attack detection', Speech Communication, vol. 132, pp. 114 - 122, http://dx.doi.org/10.1016/j.specom.2021.06.004
    Journal articles | 2021
    Stasak B; Epps J; Schatten HT; Miller IW; Provost EM; Armey MF, 2021, 'Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt', Speech Communication, vol. 132, pp. 10 - 20, http://dx.doi.org/10.1016/j.specom.2021.05.004
    Journal articles | 2021
    Stasak B; Huang Z; Razavi S; Joachim D; Epps J, 2021, 'Automatic Detection of COVID-19 Based on Short-Duration Acoustic Smartphone Speech Analysis', Journal of Healthcare Informatics Research, vol. 5, pp. 201 - 217, http://dx.doi.org/10.1007/s41666-020-00090-4
    Journal articles | 2020
    Chen S; Epps J, 2020, 'Multimodal Coordination Measures to Understand Users and Tasks', ACM Transactions on Computer-Human Interaction, vol. 27, pp. 1 - 26, http://dx.doi.org/10.1145/3412365
    Journal articles | 2020
    Cummins N; Sethu V; Epps J; Williamson JR; Quatieri TF; Krajewski J, 2020, 'Generalized two-stage rank regression framework for depression score prediction from speech', IEEE Transactions on Affective Computing, vol. 11, pp. 272 - 283, http://dx.doi.org/10.1109/TAFFC.2017.2766145
    Journal articles | 2020
    Huang Z; Epps J, 2020, 'An Investigation of Partition-Based and Phonetically-Aware Acoustic Features for Continuous Emotion Prediction from Speech', IEEE Transactions on Affective Computing, vol. 11, pp. 653 - 668, http://dx.doi.org/10.1109/TAFFC.2018.2821135
    Journal articles | 2020
    Huang Z; Epps J; Joachim D; Sethu V, 2020, 'Natural Language Processing Methods for Acoustic and Landmark Event-Based Features in Speech-Based Depression Detection', IEEE Journal on Selected Topics in Signal Processing, vol. 14, pp. 435 - 448, http://dx.doi.org/10.1109/JSTSP.2019.2949419
    Journal articles | 2020
    Li H; Epps J; Chen S, 2020, 'Think before you speak: An investigation of eye activity patterns during conversations using eyewear', International Journal of Human Computer Studies, vol. 143, http://dx.doi.org/10.1016/j.ijhcs.2020.102468
    Journal articles | 2020
    Wong HK; Epps J; Chen S, 2020, 'A comparison of methods for mitigating within-task luminance change for eyewear-based cognitive load measurement', IEEE Transactions on Cognitive and Developmental Systems, vol. 12, pp. 681 - 694, http://dx.doi.org/10.1109/TCDS.2018.2876348
    Journal articles | 2019
    Chen S; Epps J, 2019, 'Atomic Head Movement Analysis for Wearable Four-Dimensional Task Load Recognition', IEEE Journal of Biomedical and Health Informatics, vol. 23, pp. 2464 - 2474, http://dx.doi.org/10.1109/JBHI.2019.2893945
    Journal articles | 2019
    Chen S; Epps J, 2019, 'Eyelid and Pupil Landmark Detection and Blink Estimation Based on Deformable Shape Models for Near-Field Infrared Video', Frontiers in ICT, vol. 6, http://dx.doi.org/10.3389/fict.2019.00018
    Journal articles | 2019
    Huang Z; Epps J; Joachim D, 2019, 'Investigation of Speech Landmark Patterns for Depression Detection', IEEE Transactions on Affective Computing, vol. 13, http://dx.doi.org/10.1109/TAFFC.2019.2944380
    Journal articles | 2019
    Stasak B; Epps J; Goecke R, 2019, 'Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis', Speech Communication, vol. 115, pp. 1 - 14, http://dx.doi.org/10.1016/j.specom.2019.10.003
    Journal articles | 2019
    Wong HK; Epps J; Chen S, 2019, 'Automatic Pupillary Light Reflex Detection in Eyewear Computing', IEEE Transactions on Cognitive and Developmental Systems, vol. 11, pp. 560 - 572, http://dx.doi.org/10.1109/TCDS.2018.2880664
    Journal articles | 2018
    Alghowinem S; Goecke R; Wagner M; Epps J; Hyett M; Parker G; Breakspear M, 2018, 'Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors', IEEE Transactions on Affective Computing, vol. 9, pp. 478 - 490, http://dx.doi.org/10.1109/TAFFC.2016.2634527
    Journal articles | 2018
    Epps J; Chen S, 2018, 'Automatic Task Analysis', IEEE SYSTEMS MAN AND CYBERNETICS MAGAZINE, vol. 4, pp. 15 - 20, http://dx.doi.org/10.1109/MSMC.2018.2822846
    Journal articles | 2018
    Huang Z; Epps J, 2018, 'Prediction of emotion change from speech', Frontiers in ICT, vol. 5, http://dx.doi.org/10.3389/fict.2018.00011
    Journal articles | 2018
    Ravishankar J; Epps J; Ambikairajah E, 2018, 'A flipped mode teaching approach for large and advanced electrical engineering courses', European Journal of Engineering Education, vol. 43, pp. 413 - 426, http://dx.doi.org/10.1080/03043797.2017.1383974
    Journal articles | 2016
    Eyben F; Scherer KR; Schuller BW; Sundberg J; Andre E; Busso C; Devillers LY; Epps J; Laukka P; Narayanan SS; Truong KP, 2016, 'The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing', IEEE Transactions on Affective Computing, vol. 7, pp. 190 - 202, http://dx.doi.org/10.1109/TAFFC.2015.2457417
    Journal articles | 2016
    Wong HK; Epps J, 2016, 'Pupillary transient responses to within-task cognitive load variation', Computer Methods and Programs in Biomedicine, vol. 137, pp. 47 - 63, http://dx.doi.org/10.1016/j.cmpb.2016.08.017
    Journal articles | 2015
    Cummins N; Scherer S; Krajewski J; Schnieder S; Epps J; Quatieri TF, 2015, 'A review of depression and suicide risk assessment using speech analysis', Speech Communication, vol. 71, pp. 10 - 49, http://dx.doi.org/10.1016/j.specom.2015.03.004
    Journal articles | 2015
    Cummins N; Sethu V; Epps J; Schnieder S; Krajewski J, 2015, 'Analysis of acoustic space variability in speech affected by depression', Speech Communication, vol. 75, pp. 27 - 49, http://dx.doi.org/10.1016/j.specom.2015.09.003
    Journal articles | 2015
    Zarjam P; Epps J; Lovell NH, 2015, 'Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload', IEEE Transactions on Autonomous Mental Development, vol. 7, pp. 301 - 310, http://dx.doi.org/10.1109/TAMD.2015.2441960
    Journal articles | 2014
    Chen S; Epps J, 2014, 'Efficient and robust pupil size and blink estimation from near-field video sequences for human-machine interaction', IEEE Transactions on Cybernetics, vol. 44, pp. 2356 - 2367, http://dx.doi.org/10.1109/TCYB.2014.2306916
    Journal articles | 2014
    Chen S; Epps J, 2014, 'Using task-induced pupil diameter and blink rate to infer cognitive load', Human-Computer Interaction, vol. 29, pp. 390 - 413, http://dx.doi.org/10.1080/07370024.2014.892428
    Journal articles | 2013
    Alghowinem S; Goecke R; Wagner M; Epps J; Parker G; Breakspear M, 2013, 'Characterising depressed speech for classification', Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 2534 - 2538
    Journal articles | 2013
    Chen S; Epps J, 2013, 'Automatic classification of eye activity for cognitive load measurement with emotion interference', Computer Methods and Programs in Biomedicine, vol. 110, pp. 111 - 124, http://dx.doi.org/10.1016/j.cmpb.2012.10.021
    Journal articles | 2013
    Chen S; Epps J, 2013, 'Blinking: Toward wearable computing that understands your current task', IEEE Pervasive Computing, vol. 12, pp. 56 - 65, http://dx.doi.org/10.1109/MPRV.2013.45
    Journal articles | 2013
    Chu DT; Li K-W; Epps JR; Smith JR; Wolfe JA, 2013, 'Experimental evaluation of inverse filtering using physical systems with known glottal flow and tract characteristics', Journal of the Acoustical Society of America, vol. 133, pp. EL358 - EL362, http://dx.doi.org/10.1121/1.4798619
    Journal articles | 2013
    Joshi J; Goecke R; Alghowinem S; Dhall A; Wagner M; Epps J; Parker G; Breakspear M, 2013, 'Multimodal assistive technologies for depression diagnosis and monitoring', Journal on Multimodal User Interfaces, vol. 7, pp. 217 - 228, http://dx.doi.org/10.1007/s12193-013-0123-2
    Journal articles | 2013
    Kua JMK; Epps JR; Ambikairajah E, 2013, 'I-Vector with sparse representation classification for speaker verification', Speech Communication, vol. 55, pp. 707 - 720, http://dx.doi.org/10.1016/j.specom.2013.01.005
    Journal articles | 2013
    Sethu V; Ambikairajah E; Epps J, 2013, 'On the use of speech parameter contours for emotion recognition', Eurasip Journal on Audio, Speech, and Music Processing, vol. 2013, http://dx.doi.org/10.1186/1687-4722-2013-19
    Journal articles | 2013
    Zarjam P; Epps J; Chen F; Lovell NH, 2013, 'Estimating cognitive workload using wavelet entropy-based features during an arithmetic task', Computers in Biology and Medicine, vol. 43, pp. 2186 - 2195, http://dx.doi.org/10.1016/j.compbiomed.2013.08.021
    Journal articles | 2012
    Chen F; Ruiz N; Choi E; Epps JR; Khawaja MA; Taib R; Yin B; Wang Y, 2012, 'Multimodal Behavior and Interaction as Indicators of Cognitive Load', ACM Transactions on interactive intelligent systems, vol. 2, pp. 22:1 - 22:36, http://dx.doi.org/10.1145/2395123.2395127
    Journal articles | 2012
    Epps JR; Cowie R; Narayanan S; Schuller B; Tao J, 2012, 'Emotion and mental state recognition from speech', Eurasip journal on Advances in Signal Processing, vol. 2012, http://dx.doi.org/10.1186/1687-6180-2012-15
    Journal articles | 2011
    Le NP; Ambikairajah E; Epps JR; Sethu V; Choi E, 2011, 'Investigation of spectral centroid features for cognitive load classification', Speech Communication, vol. 53, pp. 540 - 551, http://dx.doi.org/10.1016/j.specom.2011.01.005
    Journal articles | 2011
    Yap ; Epps JR; Ambikairajah E; Choi E, 2011, 'Formant frequencies under cognitive load: Effects and classification', Eurasip journal on Advances in Signal Processing, vol. 2011, pp. Article number: 219253, http://dx.doi.org/10.1155/2011/219253
    Journal articles | 2010
    Ambikairajah E; Epps JR; Gunawan TS, 2010, 'Perceptual Speech Enhancement Exploiting Temporal Masking Properties of Human Auditory System', Speech Communication, vol. 52, pp. 381 - 393, http://dx.doi.org/10.1016/j.specom.2009.12.006
    Journal articles | 2010
    Nguyen XV; Epps JR; Bailey J, 2010, 'Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance', Journal of Machine Learning Research, vol. 11, pp. 2837 - 2854, http://www.jmlr.org/papers/volume11/vinh10a/vinh10a.pdf
    Journal articles | 2010
    Nosratighods MH; Ambikairajah E; Epps JR; Carey M, 2010, 'A Segment Selection Technique for Speaker Verification Speech Communication', Speech Communication, vol. 52, pp. 753 - 761, http://dx.doi.org/10.1016/j.specom.2010.04.007
    Journal articles | 2010
    Ying H; Epps JR; Huttley G, 2010, 'Evidence that localised variation in primate sequence divergence arises from an influence of nucleosome placement on DNA repair', Molecular Biology and Evolution, vol. 27, pp. 637 - 649, http://dx.doi.org/10.1093/molbev/msp253
    Journal articles | 2008
    Akhtar M; Epps JR; Ambikairajah E, 2008, 'Signal processing in sequence analysis: Advances in Eukaryotic Gene Prediction', IEEE Journal of Selected Topics in Signal Processing, vol. 2, pp. 310 - 321, http://dx.doi.org/10.1109/JSTSP.2008.923854
    Journal articles | 2007
    Ambikairajah E; Epps JR; Sheng M; Celler BG, 2007, 'Tablet PC and electronic whiteboard use in signal processing education', IEEE Signal Processing Magazine, vol. 24, pp. 130 - 133, http://dx.doi.org/10.1109/MSP.2007.273081
    Journal articles | 2007
    Epps JR; Song L, 2007, 'Classifying EEG for brain-computer interface: learning optimal filters for dynamical system features', Computational Intelligence and Neuroscience, vol. 2007, http://dx.doi.org/10.1155/2007/57180
    Journal articles | 1997
    Smith JR; Epps JR; Wolfe JA, 1997, 'A Novel Instrument to Measure Acoustic Resonances of the Vocal Tract During Phonation', Measurement Science and Technology, vol. 8, pp. 1112 - 1121, http://dx.doi.org/10.1088/0957-0233/8/10/012
  • Preprints | 2021
    Dzurak AS; Epps J; Laucht A; Malaney R; Morello A; Nurdin HI; Pla JJ; Saraiva A; Yang CH, 2021, Development of an Undergraduate Quantum Engineering Degree, http://dx.doi.org/10.1109/TQE.2022.3157338
    Conference Papers | 2021
    Lam C; Epps J; Chen S, 2021, 'Wearable Fatigue Detection Based on Blink-Saccade Synchronisation', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 1186 - 1191, http://dx.doi.org/10.1109/SMC52423.2021.9659006
    Conference Papers | 2021
    Stasak B; Huang Z; Joachim D; Epps J, 2021, 'Automatic elicitation compliance for short-duration speech based depression detection', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, pp. 7283 - 7287, presented at ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 06 June 2021 - 11 June 2021, http://dx.doi.org/10.1109/ICASSP39728.2021.9414366
    Conference Papers | 2020
    Huang Z; Epps J; Joachim D, 2020, 'Exploiting Vocal Tract Coordination Using Dilated CNNS for Depression Detection in Naturalistic Environments', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, pp. 6549 - 6553, presented at ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 04 May 2020 - 08 May 2020, http://dx.doi.org/10.1109/ICASSP40776.2020.9054323
    Conference Papers | 2020
    Huang Z; Epps J; Joachim D; Stasak B; Williamson JR; Quatieri TF, 2020, 'Domain adaptation for enhancing speech-based depression detection in natural environmental conditions using dilated CNNs', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 4561 - 4565, http://dx.doi.org/10.21437/Interspeech.2020-3135
    Conference Papers | 2020
    Parasu P; Epps J; Sriskandaraja K; Suthokumar G, 2020, 'Investigating light-ResNet architecture for spoofing detection under mismatched conditions', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 1111 - 1115, http://dx.doi.org/10.21437/Interspeech.2020-2039
    Conference Papers | 2020
    Shahin M; Lu R; Epps J; Ahmed B, 2020, 'UNSW system description for the shared task on automatic speech recognition for non-native children's speech', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 265 - 268, http://dx.doi.org/10.21437/Interspeech.2020-3111
    Conference Papers | 2019
    Atcheson M; Sethu V; Epps J, 2019, 'Using Gaussian Processes with LSTM Neural Networks to Predict Continuous-Time, Dimensional Emotion in Ambiguous Speech', in 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019, IEEE, pp. 718 - 724, http://dx.doi.org/10.1109/ACII.2019.8925450
    Conference Papers | 2019
    Gunendradasan T; Ambikairajah E; Epps J; Li H, 2019, 'An adaptive-Q cochlear model for replay spoofing detection', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 2918 - 2922, http://dx.doi.org/10.21437/Interspeech.2019-2361
    Conference Papers | 2019
    Gunendradasan T; Irtza S; Ambikairajah E; Epps J, 2019, 'Transmission Line Cochlear Model Based AM-FM Features for Replay Attack Detection', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6136 - 6140, http://dx.doi.org/10.1109/ICASSP.2019.8682771
    Conference Papers | 2019
    Huang Z; Epps J; Joachim D, 2019, 'Speech Landmark Bigrams for Depression Detection from Naturalistic Smartphone Speech', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 5856 - 5860, http://dx.doi.org/10.1109/ICASSP.2019.8682916
    Conference Papers | 2019
    Jayawardena S; Epps J; Ambikairajah E, 2019, 'Evaluation Measures for Depression Prediction and Affective Computing', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6610 - 6614, http://dx.doi.org/10.1109/ICASSP.2019.8682956
    Conference Papers | 2019
    Li H; Chen S; Epps J, 2019, 'Wearable Facial Action Unit Classification from Near-field Infrared Eye Images using Deformable Models', in 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019, pp. 343 - 349, http://dx.doi.org/10.1109/ACIIW.2019.8925131
    Conference Papers | 2019
    Shahin M; Ahmed B; Smith DV; Duenser A; Epps J, 2019, 'Automatic Screening of Children with Speech Sound Disorders Using Paralinguistic Features', in IEEE International Workshop on Machine Learning for Signal Processing, MLSP, http://dx.doi.org/10.1109/MLSP.2019.8918725
    Conference Papers | 2019
    Wickramasinghe B; Ambikairajah E; Epps J; Sethu V; Li H, 2019, 'Auditory Inspired Spatial Differentiation for Replay Spoofing Attack Detection', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6011 - 6015, http://dx.doi.org/10.1109/ICASSP.2019.8683693
    Conference Papers | 2018
    Atcheson M; Sethu V; Epps J, 2018, 'Demonstrating and modelling systematic time-varying annotator disagreement in continuous emotion annotation', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 3668 - 3672, http://dx.doi.org/10.21437/Interspeech.2018-1933
    Conference Papers | 2018
    Gamage KW; Dang T; Sethu V; Epps J; Ambikairajah E, 2018, 'Speech-based Continuous Emotion Prediction by Learning Perception Responses related to Salient Events: A Study based on Vocal Affect Bursts and Cross-Cultural Affect in AVEC 2018', in AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018, pp. 47 - 55, http://dx.doi.org/10.1145/3266302.3266314
    Conference Papers | 2018
    Gunendradasan T; Wickramasinghe B; Le PN; Ambikairajah E; Epps J, 2018, 'Detection of replay-spoofing attacks using frequency modulation features', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 636 - 640, http://dx.doi.org/10.21437/Interspeech.2018-1473
    Conference Papers | 2018
    Huang Z; Epps J; Joachim D; Chen M, 2018, 'Depression detection from short utterances via diverse smartphones in natural environmental conditions', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 3393 - 3397, http://dx.doi.org/10.21437/Interspeech.2018-1743
    Conference Papers | 2018
    Latif S; Rana R; Qadir J; Epps J, 2018, 'Variational autoencoders to learn latent representations of speech emotion', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 3107 - 3111, http://dx.doi.org/10.21437/Interspeech.2018-1568
    Conference Papers | 2018
    Latif S; Rana R; Younis S; Qadir J; Epps J, 2018, 'Transfer learning for improving speech emotion classification accuracy', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 257 - 261, http://dx.doi.org/10.21437/Interspeech.2018-1625
    Conference Papers | 2018
    Stasak B; Epps J, 2018, 'Differential performance of automatic speech-based depression classification across smartphones', in 2017 7th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2017, pp. 171 - 175, http://dx.doi.org/10.1109/ACIIW.2017.8272609
    Conference Papers | 2018
    Stasak B; Epps J; Lawson A, 2018, 'Analysis of phonetic markedness and gestural effort measures for acoustic speech-based depression classification', in 2017 7th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2017, pp. 165 - 170, http://dx.doi.org/10.1109/ACIIW.2017.8272608
    Conference Papers | 2018
    Wickramasinghe B; Ambikairajah E; Le PN; Epps J, 2018, 'Perceptual Frequency Scale-based Filters for Replay Spoofing Attack Detection', in 2018 IEEE 9th International Conference on Information and Automation for Sustainability, ICIAfS 2018, http://dx.doi.org/10.1109/ICIAFS.2018.8913356
    Conference Papers | 2017
    Chen S; Epps J; Ambikairajah E; Le PN, 2017, 'An investigation of crowd speech for room occupancy estimation', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Stockholm, Sweden, pp. 324 - 328, presented at INTERSPEECH 2017, Stockholm, Sweden, 20 August 2017 - 24 August 2017, http://dx.doi.org/10.21437/Interspeech.2017-70
    Conference Papers | 2017
    Dang T; Atcheson M; Stasak B; Hayat M; Goecke R; Huang Z; Le P; Epps J; Jayawardena S; Sethu V, 2017, 'Investigating word affect features and fusion of probabilistic predictions incorporating uncertainty in AVEC 2017', in AVEC 2017 - Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, co-located with MM 2017, Mountain View, California, USA, pp. 27 - 35, presented at 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, California, USA, 23 October 2017 - 23 October 2017, http://dx.doi.org/10.1145/3133944.3133952
    Conference Papers | 2017
    Huang Z; Epps J, 2017, 'A PLLR and multi-stage Staircase Regression framework for speech-based emotion prediction', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, New Orleans, LA, USA, pp. 5145 - 5149, presented at 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA, 05 March 2017 - 09 March 2017, http://dx.doi.org/10.1109/ICASSP.2017.7953137
    Conference Papers | 2017
    Konstantinou G; Epps J, 2017, 'Facilitating online casual interactions and creating a community of learning in a first-year electrical engineering course', in Proceedings of 2017 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2017, pp. 128 - 133, http://dx.doi.org/10.1109/TALE.2017.8252317
    Conference Papers | 2017
    Stasak B; Epps J; Goecke R, 2017, 'Elicitation design for acoustic depression classification: An investigation of articulation effort, linguistic complexity, and word affect', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Stockholm, Sweden, pp. 834 - 838, presented at INTERSPEECH 2017, Stockholm, Sweden, 20 August 2017 - 24 August 2017, http://dx.doi.org/10.21437/Interspeech.2017-1223
    Conference Papers | 2016
    Huang Z; Epps J, 2016, 'Detecting the instant of emotion change from speech using a martingale framework', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 5195 - 5199, http://dx.doi.org/10.1109/ICASSP.2016.7472668
    Conference Papers | 2016
    Huang Z; Stasak B; Dang T; Gamage KW; Le P; Sethu V; Epps J, 2016, 'Staircase regression in OA RVM, data selection and gender dependency in AVEC 2016', in AVEC 2016 - Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, co-located with ACM Multimedia 2016, ASSOC COMPUTING MACHINERY, Amsterdam, NETHERLANDS, pp. 19 - 26, presented at 6th International Workshop on Audio-Visual Emotion Recognition Challenge - Depression, Mood, and Emotion (AVEC), Amsterdam, NETHERLANDS, 16 October 2016 - 16 October 2016, http://dx.doi.org/10.1145/2988257.2988265
    Conference Papers | 2015
    Cummins N; Epps J; Sethu V; Krajewski J, 2015, 'Weighted pairwise Gaussian likelihood regression for depression score prediction', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 4779 - 4783, http://dx.doi.org/10.1109/ICASSP.2015.7178878
    Conference Papers | 2015
    Huang Z; Dang T; Cummins N; Stasak B; Le P; Sethu V; Epps J, 2015, 'An investigation of annotation delay compensation and output-associative fusion for multimodal continuous emotion prediction', in AVEC 2015 - Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, co-Located with MM 2015, pp. 41 - 48, http://dx.doi.org/10.1145/2808196.2811640
    Conference Papers | 2015
    Larsen ME; Cummins N; Boonstra TW; O'Dea B; Tighe J; Nicholas J; Shand F; Epps J; Christensen H, 2015, 'The use of technology in Suicide Prevention', in Engineering in Medicine and Biology Society (EMBC), pp. 7316 - 7319, http://dx.doi.org/10.1109/EMBC.2015.7320081
    Conference Papers | 2015
    Ravishankar J; Epps J; Ladouceur F; Eaton R; Ambikairajah E, 2015, 'Using iPads/Tablets as a teaching tool: Strategies for an electrical engineering classroom', in Proceedings of IEEE International Conference on Teaching, Assessment and Learning for Engineering: Learning for the Future Now, TALE 2014, pp. 246 - 251, http://dx.doi.org/10.1109/TALE.2014.7062634
    Conference Papers | 2014
    Cummins N; Epps J; Sethu V; Krajewski J, 2014, 'Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 970 - 974, http://dx.doi.org/10.1109/ICASSP.2014.6853741
    Conference Papers | 2014
    Cummins N; Sethu V; Epps J; Krajewski J, 2014, 'Probabilistic acoustic volume analysis for speech affected by depression', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 1238 - 1242
    Conference Papers | 2014
    Schuller B; Steidl S; Batliner A; Epps J; Eyben F; Ringeval F; Marchi E; Zhang Y, 2014, 'The INTERSPEECH 2014 computational paralinguistics challenge: Cognitive & physical load', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 427 - 431
    Conference Proceedings (Editor of) | 2013
    2013, 'ICMI 2013 chairs' welcome'
    Conference Papers | 2013
    Alghowinem S; Goecke R; Wagner M; Epps J; Breakspear M; Parker G, 2013, 'Detecting depression: A comparison between spontaneous and read speech', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 7547 - 7551, http://dx.doi.org/10.1109/ICASSP.2013.6639130
    Conference Papers | 2013
    Alghowinem S; Goecke R; Wagner M; Epps J; Gedeon T; Breakspear M; Parker G, 2013, 'A comparative study of different classifiers for detecting depression from spontaneous speech', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 8022 - 8026, http://dx.doi.org/10.1109/ICASSP.2013.6639227
    Conference Papers | 2013
    Allen P; Epps J; Ravishankar J, 2013, 'Sparking the next generation: Exposing, engaging and enrolling students in electrical engineering', in Proceedings of 2013 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2013, pp. 201 - 206, http://dx.doi.org/10.1109/TALE.2013.6654429
    Conference Papers | 2013
    Chen S; Epps J; Chen F, 2013, 'An investigation of pupil-based cognitive load measurement with low cost infrared webcam under light reflex interference', in Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, pp. 3202 - 3205, http://dx.doi.org/10.1109/EMBC.2013.6610222
    Conference Papers | 2013
    Chen S; Epps JR; Chen F, 2013, 'Automatic and continuous user task analysis via eye activity', in International Conference on Intelligent User Interfaces, Proceedings IUI, Santa Monica, CA, United states, pp. 57 - 66, presented at 18th International Conference on Intelligent User Interfaces, IUI 2013, Santa Monica, CA, United states, 19 March 2013 - 22 March 2013, http://dx.doi.org/10.1145/2449396.2449406
    Conference Papers | 2013
    Cummins N; Epps J; Ambikairajah E, 2013, 'Spectro-temporal analysis of speech affected by depression and psychomotor retardation', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 7542 - 7546, http://dx.doi.org/10.1109/ICASSP.2013.6639129
    Conference Papers | 2013
    Cummins N; Epps J; Sethu V; Breakspear M; Goecke R, 2013, 'Modeling Spectral Variability for the Classification of Depressed Speech', in INTERSPEECH 2013, 14thAnnual Conference of the International Speech Communication Association, Lyon, France, pp. 857 - 861, presented at 14th Annual Conference of the International Speech Communication Association Interspeech2013, Lyon, France, 25 August 2013 - 29 August 2013
    Conference Papers | 2013
    Cummins N; Joshi J; Dhall A; Sethu V; Goecke R; Epps J, 2013, 'Diagnosis of depression by behavioural signals: A multimodal approach', in AVEC 2013 - Proceedings of the 3rd ACM International Workshop on Audio/Visual Emotion Challenge, pp. 11 - 20, http://dx.doi.org/10.1145/2512530.2512535
    Conference Papers | 2013
    Saedi R; Lee K-A; Kinnunen T; Hasan T; Fauve BGB; Bousquet P-M; el Khoury E; Martinez PLS; Kua JMK; You C; Sun H; Larcher A; Rajan P; Hautam ki V; Hanil i C; Braithwaite B; Hautam ki RGL; Sadjadi SO; Liu G; Boril H; Shokouhi N; Matrouf D; Shafey LE; Mowlaee P; Epps J; Thiruvaran T; van Leeuwen DA; Ma B; Li H; Hansen JHL; Bonastre J-FO; Marcel SB; Mason JSD; Ambikairajah E, 2013, 'I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification.', in Bimbot FDR; Cerisara C; Fougeron CC; Gravier G; Lamel L; Pellegrino FO; Perrier P (eds.), INTERSPEECH 2013, 14thAnnual Conference of the International Speech Communication Association, ISCA, Lyon, France, pp. 1986-1990 - 1986-1990, presented at 14th Annual Conference of the International Speech Communication Association Interspeech2013, Lyon, France, 25 August 2013 - 29 August 2013, http://dblp.uni-trier.de/db/conf/interspeech/interspeech2013.html#aizhouHBMMA13
    Conference Papers | 2013
    Sethu V; Epps J; Ambikairajah E, 2013, 'Speaker variability in speech based emotion models - Analysis and normalisation', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 7522 - 7525, http://dx.doi.org/10.1109/ICASSP.2013.6639125
    Conference Papers | 2013
    Yu K; Epps J; Chen F, 2013, 'Mental workload classification via online writing features', in Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, pp. 1110 - 1114, http://dx.doi.org/10.1109/ICDAR.2013.225
    Conference Papers | 2012
    Alghowinem S; Goecke R; Wagner M; Epps JR; Breakspear MJ; Parker GB, 2012, 'From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech', in Association for the Advancement of Artificial Intelligence (AAAI), AAAI Press, USA, pp. 141 - 146, presented at 25th International Florida Artificial Intelligence Research Society Conference, FLAIRS-25, Marco Island, Florida, USA, 23 May 2012 - 25 May 2012, http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS12/paper/view/4478/4782
    Conference Papers | 2012
    Bellani M; Epps JR; Huttley G, 2012, 'A Comparison of Periodicity Profile Methods for Sequence Analysis', in Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics, Institute of Electrical and Electronics Engineers Inc., Washington DC USA, pp. 78 - 81, presented at 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, Washington DC USA, 02 December 2012 - 04 December 2012, http://dx.doi.org/10.1109/GENSIPS.2012.6507731
    Conference Papers | 2012
    Ding N; Sethu V; Epps JR; Ambikairajah E, 2012, 'Speaker variability in emotion recognition - An adaptation based approach', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers Inc., Piscataway, NJ, pp. 5101 - 5104, presented at 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012, Kyoto, Japan, 25 March 2012 - 30 March 2012, http://dx.doi.org/10.1109/ICASSP.2012.6289068
    Conference Papers | 2012
    Huang CC; Epps JR, 2012, 'A study of automatic phonetic segmentation for forensic voice comparison', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers Inc., Piscataway, NJ, pp. 1853 - 1856, presented at 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012, Kyoto, Japan, 25 March 2012 - 30 March 2012, http://dx.doi.org/10.1109/ICASSP.2012.6288263
    Conference Papers | 2012
    Zarjam P; Epps JR; Lovell NH; Chen F, 2012, 'Characterization of memory load in an arithmetic task using non-linear analysis of EEG signals', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., Piscataway, USA, pp. 3519 - 3522, presented at 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012, San Diego, CA, 28 August 2012 - 01 September 2012, http://dx.doi.org/10.1109/EMBC.2012.6346725
    Conference Papers | 2011
    Burnham DK; Estival D; Fazio S; Viethen J; Cox F; Dale R; Cassidy S; Epps JR; Togneri R; Wagner M; Kinoshita Y; Gocke R; Arciuli J; Onslow M; Lewis T; Butcher A; Hajek J, 2011, 'Building an audio-visual Corpus of Australian English: Large Corpus collection with an economical portable and replicable black box', in Interspeech 2012, Curran Associates, Inc, Florence, Italy, pp. 841 - 844, presented at 12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011, Florence, Italy, 27 August 2011 - 31 August 2011
    Conference Papers | 2011
    Chen S; Epps JR; Chen F, 2011, 'A Comparison of Four Methods for Cognitive Load Measurement', in Proceeding OzCHI '11 Proceedings of the 23rd Australian Computer-Human Interaction Conference, ACM, New York, USA, pp. 76 - 79, presented at Proc. Aust. Int. Conf. on Computer-Human Interaction (Canberra, Australia), 2011., Canberra, Australia, 28 November 2011 - 02 December 2011, http://dx.doi.org/10.1145/2071536.2071547
    Conference Papers | 2011
    Chen S; Epps JR; Ruiz N; Chen F, 2011, 'Eye activity as a measure of human mental effort in HCI', in Proceedings of the 15th International Conference on Intelligent User Interfaces, IUI'11, Association for Computing Machinery, New York, NY, United States, pp. 315 - 318, presented at 2011 15th ACM International Conference on Intelligent User Interfaces, IUI'11, Palo Alto, CA, United States, 13 February 2011 - 16 February 2011, http://dx.doi.org/10.1145/1943403.1943454
    Conference Papers | 2011
    Cummins N; Epps J; Breakspear M; Goecke R, 2011, 'An investigation of depressed speech detection: Features and normalization', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 2997 - 3000
    Conference Papers | 2011
    Knoll A; Wang Y; Chen F; Xu J; Ruiz N; Epps JR; Zarjam P, 2011, 'Measuring Cognitive Workload with Low-Cost Electroencephalograph', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, Springer Verlag, Heidelberg, Germany, pp. 568 - 571, presented at IFIP International Federation for Information Processing 2011, Lisbon, Portugal, 05 September 2011 - 09 September 2011, http://dx.doi.org/10.1007/978-3-642-23768-3_84
    Conference Papers | 2011
    Kua JM; Ambikairajah E; Epps JR; Togneri R, 2011, 'Speaker verification using sparse representation classification', in 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings, IEEE, Piscataway, NJ, United States, pp. 4548 - 4551, presented at 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, Prague, Czech Republic, 22 May 2011 - 27 May 2011, http://dx.doi.org/10.1109/ICASSP.2011.5947366
    Conference Papers | 2011
    Yu K; Epps JR; Chen F, 2011, 'Cognitive load evaluation of handwriting using stroke-level features', in Proceedings of the 15th International Conference on Intelligent User Interfaces, IUI'11, Association for Computing Machinery, New York, NY, United States, pp. 423 - 426, presented at 2011 15th ACM International Conference on Intelligent User Interfaces, IUI'11, Palo Alto, CA, United States, 13 February 2011 - 16 February 2011, http://dx.doi.org/10.1145/1943403.1943481
    Conference Papers | 2011
    Zarjam P; Epps JR; Chen F, 2011, 'Spectral EEG features for evaluating cognitive load', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, IEEE, Piscataway, NJ, United States, pp. 3841 - 3844, presented at 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, Boston, Massachusetts USA, 30 August 2011 - 03 September 2011, http://dx.doi.org/10.1109/IEMBS.2011.6090954
    Conference Papers | 2010
    Kua JMK; Thiruvaran T; Nosratighods M; Ambikairajah E; Epps J, 2010, 'Investigation of spectral centroid magnitude and frequency for speaker recognition', in Odyssey 2010: Speaker and Language Recognition Workshop, ISCA-INT SPEECH COMMUNICATION ASSOC, Brno, CZECH REPUBLIC, pp. 34 - 39, presented at Speaker and Language Recognition Workshop (Odyssey), Brno, CZECH REPUBLIC, 28 June 2010 - 01 July 2010, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000392030600006&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2010
    Le NP; Epps JR; Ambikairajah E; Sethu V, 2010, 'Robust Speech-Based Cognitive Load Classification Using a Multi-band Approach', in The Proceedings of APSIPA ASC 2010, Asia-Pacific Signal Processing Association, Hong Kong, pp. 400 - 404, presented at Asia-Pacific Signal Processing Association Conf., Singapore, 14 December 2010 - 17 December 2010
    Conference Papers | 2010
    Le NP; Epps JR; Choi E; Ambikairajah E, 2010, 'A Study of Voice Source and Vocal Tract Filter Based Features in Cognitive Load Classification', in Proceedings - International Conference on Pattern Recognition, IEEE, Istanbul, Turkey, pp. 4516 - 4519, presented at Proc. IEEE Int. Conf. on Pattern Recognition, Istanbul, Turkey, 23 August 2010 - 26 August 2010, http://dx.doi.org/10.1109/ICPR.2010.1097
    Conference Papers | 2010
    Nguyen XV; Epps JR, 2010, 'MinCEntropy: A novel information theoretic approach for the generation of alternative clusterings', in Proceedings - IEEE International Conference on Data Mining, ICDM 2010, IEEE, Sydney, NSW, Australia, pp. 521 - 530, presented at 10th IEEE International Conference on Data Mining, ICDM 2010, Sydney, NSW, Australia, 14 December 2010 - 17 December 2010, http://dx.doi.org/10.1109/ICDM.2010.24
    Conference Papers | 2009
    Epps JR; Nguyen XV; Bailey J, 2009, 'Information theoretic measures for clusterings comparison: Is a correction for chance necessary?', in ACM International Conference Proceeding Series, Montreal, Canada, pp. 1073 - 1080, presented at 26 th International Confer- ence on Machine Learning, Montreal, Canada
    Conference Papers | 2009
    Le NP; Ambikairajah E; Epps JR; Choi E, 2009, 'A Non-Uniform Subband Approach to Speech-Based Cognitive Load Classification', in Seventh International Conference on Information, Communications and Signal Processing (ICICS 2009), IEEE, Macau, presented at 7th International Conference on Information, Communications and Signal Processing (ICICS 2009), Macau, 07 December 2009 - 10 December 2009, http://dx.doi.org/10.1109/ICICS.2009.5397501
    Conference Papers | 2009
    Ma B; Zhu D; Khe C; You C; Tong R; Karkkainen I; Pervouchine V; Nosratighods MH; Epps JR; Ambikairajah E; Schultz TJ; Jin Q; Li H; Lee KA; Sun H; Huang CL; Li Y; Guo W; Dai L; Thiruvaran T; Chng E, 2009, 'The I4U system in NIST 2008 speaker recognition evaluation', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, pp. 4201 - 4204, presented at ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, Taipei, Taiwan, 19 April 2009 - 24 April 2009, http://dx.doi.org/10.1109/ICASSP.2009.4960555
    Conference Papers | 2008
    Ambikairajah E; Epps JR; Celler BG; Maunder D, 2008, 'Dual-Microphone Sounds of Daily Life Classification for Telemonitoring in a Noisy Environment', in 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE, United States, pp. 4636 - 4639, presented at 2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING INMEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, Vancouver, BC, 20 August 2008 - 25 August 2008
    Conference Papers | 2008
    Sethu V; Ambikairajah E; Epps JR, 2008, 'Empirical mode decomposition based weighted frequency feature for speech-based emotion classification', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, pp. 5017 - 5020, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), 31 March 2008 - 04 April 2008, http://dx.doi.org/10.1109/ICASSP.2008.4518785
    Conference Papers | 2007
    Akhtar M; Ambikairajah E; Epps JR, 2007, 'GMM-based classification of genomic sequences', in 2007 15th International Conference on Digital Signal Processing, Wales, UK, pp. 103 - 106, presented at 15th International Conference on Digital Signal Processing 2007, Wales, UK, 01 July 2007 - 04 July 2007, http://dx.doi.org/10.1109/ICDSP.2007.4288529
    Conference Papers | 2007
    Akhtar M; Epps JR; Ambikairajah E, 2007, 'On DNA numerical representations for period 3 based exon prediction', in 5th IEEE International Workshop on Genomic Signal Processing and Statistics GENSIPS 2007, Tuusula, Finland, presented at 5th IEEE International Workshop on Genomic Signal Processing and Statistics GENSIPS`07, Tuusula, Finland, 10 June 2007 - 12 June 2007, http://dx.doi.org/10.1109/GENSIPS.2007.4365821
    Conference Papers | 2007
    Sethu V; Ambikairajah E; Epps JR, 2007, 'Speaker normalisation for speech-based emotion detection', in 2007 15th International Conference on Digital Signal Processing, Wales, UK, pp. 611 - 614, presented at 15th International Conference on Digital Signal Processing 2007, Wales, UK, 01 July 2007 - 04 July 2007, http://dx.doi.org/10.1109/ICDSP.2007.4288656
    Conference Papers | 2006
    Epps J; Lichman S; Wu M, 2006, 'A study of hand shape use in tabletop gesture interaction', in Conference on Human Factors in Computing Systems - Proceedings, pp. 748 - 753, http://dx.doi.org/10.1145/1125451.1125601
    Conference Papers | 2006
    Felicity A; Ambikairajah E; Epps JR, 2006, 'Warped magnitude and phase-based features for language identification', in 2006 IEEE International Conference on acoustics, Speech and Signal (ICASSP), Institute of Electrical and Electronics Engineers, Inc., Toulouse, France, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006), Toulouse, France, 14 May 2006 - 19 May 2006
    Conference Papers | 2006
    Mubarak OM; Ambikairajah E; Gunawan TS; Epps JR, 2006, 'Modulation features for speech and music classification', in 10th IEEE International Conference on Communication Systems (IEEE ICCS 2006), Singapore, presented at International Conference on Conceptual Structures ICCS 2006, Singapore, 30 October 2006 - 01 November 2006, http://dx.doi.org/10.1109/ICCS.2006.301515
    Conference Papers | 2005
    Allen FR; Ambikairajah E; Epps JR, 2005, 'Language Identification using Warping and the Shifted Delta Cepstrum', in IEEE Multimedia, IEEE Computer Soc, Los Alamitos, CA, USA, presented at International Workshop on Multimedia Signal Processing 2005 MMSP 2005, Shanghai, China, 30 October 2005 - 02 November 2005, http://dx.doi.org/10.1109/MMSP.2005.248554
    Conference Papers | 2005
    Ambikairajah E; Epps JR; Akhtar M, 2005, 'Gene and Exon Prediction Using Time Domain Algorithms', in 8th International Symposium on Signal Processing and Its Applications (ISSPA 2005), Sydney, pp. 199 - 202, presented at 8th International Symposium on Signal Processing and Its Applications (ISSPA 2005), Sydney, 28 August 2005 - 31 August 2005, http://dx.doi.org/10.1109/ISSPA.2005.1580230
    Conference Papers | 2005
    Ambikairajah E; Epps JR; Sheng M; Celler BG; Chen PC, 2005, 'Experiences with an Electronic Whiteboard Teaching Laboratory and Tablet PC-Based Lecture Presentations', in 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, Philadelphia, Pennsylvania, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2005), Philadelphia, Pennsylvania, 18 March 2005 - 23 March 2005, http://dx.doi.org/10.1109/ICASSP.2005.1416366
    Conference Papers | 2005
    Mubarak OM; Ambikairajah E; Epps JR, 2005, 'Analysis of An MFCC-Based Audio Indexing System For Efficient Coding of Multimedia Sources', in Bouzerdoum A (ed.), 8th International Symposium on Signal Processing and Its Applications (ISSPA 2005), Sydney, pp. 619 - 622, presented at 8th International Symposium on Signal Processing and Its Applications (ISSPA 2005), Sydney, 28 August 2005 - 31 August 2005, http://dx.doi.org/10.1109/ISSPA.2005.1581014
    Conference Papers | 1997

    Smith JR; Wolfe JA; Epps JR; Dowd A, 1997, 'Real Time Measurements of Vocal Tract Resonances During Speech', in Kokkinakis G; Fakotakis N; Decmatas E (eds.), 5th European Conference on Speech Communication and Technology, 5th European Conference on Speech Communication and Technology, Rhodes, Greece, pp. 721 - 724, presented at 5th European Conference on Speech Communication and Technology, Rhodes, Greece, 22 September 1997 - 25 September 1997

    Conference Papers |
    Mubarak OM; Ambikairajah E; Epps J, 'Novel Features for Effective Speech and Music Discrimination', in 2006 IEEE International Conference on Engineering of Intelligent Systems, IEEE, presented at 2006 IEEE International Conference on Engineering of Intelligent Systems, http://dx.doi.org/10.1109/iceis.2006.1703190