Select Publications

Book Chapters

Epps J, 2018, 'Multimodal assessment of depression from behavioral signals', in The Handbook of Multimodal-Multisensor Interfaces, Volume 2 Signal Processing, Architectures, and Detection of Emotion and Cognition, Morgan & Claypool,

Epps J, 2017, 'Task Load and Stress', in The Wiley Handbook of Human Computer Interaction Set, pp. 207 - 223,

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,

Epps JR; Ambikairajah E, 2011, 'Speech characterization and feature extraction for speaker recognition', in Li H; Toh KA; Li LY (ed.), Advanced Topics in Biometrics, World Scientific Publishing Company, Singapore, pp. 45,

Journal articles

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, 14, pp. 3078 - 3093,

Wickramasinghe B; Ambikairajah E; Sethu V; Epps J; Li H; Dang T, 2023, 'DNN controlled adaptive front-end for replay attack detection systems', Speech Communication, 154,

Chen S; Epps J; Paas F, 2023, 'Pupillometric and blink measures of diverse task loads: Implications for working memory models', British Journal of Educational Psychology, 93, pp. 318 - 338,

Jayawardena S; Epps J; Ambikairajah E, 2023, 'Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction', IEEE Transactions on Affective Computing, 14, pp. 563 - 577,

Stasak B; Joachim D; Epps J, 2022, 'Breaking Age Barriers With Automatic Voice-Based Depression Detection', IEEE Pervasive Computing, 21, pp. 10 - 19,

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, 3,

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, 13, pp. 992 - 1004,

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, 132, pp. 114 - 122,

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, 132, pp. 10 - 20,

Chen S; Epps J, 2021, 'Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features', IEEE Transactions on Affective Computing, 12, pp. 622 - 635,

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, 5, pp. 201 - 217,

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, 38, pp. 133 - 143,

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, 12, pp. 681 - 694,

Chen S; Epps J, 2020, 'Multimodal Coordination Measures to Understand Users and Tasks', ACM Transactions on Computer-Human Interaction, 27, pp. 1 - 26,

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, 143,

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, 11, pp. 653 - 668,

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, 11, pp. 272 - 283,

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, 14, pp. 435 - 448,

Stasak B; Epps J; Goecke R, 2019, 'Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis', Speech Communication, 115, pp. 1 - 14,

Wong HK; Epps J; Chen S, 2019, 'Automatic Pupillary Light Reflex Detection in Eyewear Computing', IEEE Transactions on Cognitive and Developmental Systems, 11, pp. 560 - 572,

Chen S; Epps J, 2019, 'Atomic Head Movement Analysis for Wearable Four-Dimensional Task Load Recognition', IEEE Journal of Biomedical and Health Informatics, 23, pp. 2464 - 2474,

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, 6, pp. 18,

Stasak B; Epps J; Goecke R, 2019, 'An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification', Computer Speech and Language, 53, pp. 140 - 155,

Huang Z; Epps J; Joachim D, 2019, 'Investigation of Speech Landmark Patterns for Depression Detection', IEEE Transactions on Affective Computing, 13, pp. 666 - 679,

Epps J; Chen S, 2018, 'Automatic Task Analysis', IEEE Systems Man and Cybernetics Magazine, 4, pp. 15 - 20,

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, 9, pp. 478 - 490,

Ravishankar J; Epps J; Ambikairajah E, 2018, 'A flipped mode teaching approach for large and advanced electrical engineering courses', European Journal of Engineering Education, 43, pp. 413 - 426,

Huang Z; Epps J, 2018, 'Prediction of emotion change from speech', Frontiers in ICT, 5,

Wong HK; Epps J, 2016, 'Pupillary transient responses to within-task cognitive load variation', Computer Methods and Programs in Biomedicine, 137, pp. 47 - 63,

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, 7, pp. 190 - 202,

Cummins N; Sethu V; Epps J; Schnieder S; Krajewski J, 2015, 'Analysis of acoustic space variability in speech affected by depression', Speech Communication, 75, pp. 27 - 49,

Zarjam P; Epps J; Lovell NH, 2015, 'Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload', IEEE Transactions on Autonomous Mental Development, 7, pp. 301 - 310,

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, 71, pp. 10 - 49,

Yap TF; Epps J; Ambikairajah E; Choi EHC, 2015, 'Voice source under cognitive load: Effects and classification', Speech Communication, 72, pp. 74 - 95,

Huang CC; Epps J; Thiruvaran T, 2015, 'An investigation of supervector regression for forensic voice comparison on small data', Eurasip Journal on Audio, Speech, and Music Processing, 2015, pp. 1 - 15,

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, 44, pp. 2356 - 2367,

Chen S; Epps J, 2014, 'Using task-induced pupil diameter and blink rate to infer cognitive load', Human-Computer Interaction, 29, pp. 390 - 413,

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, 43, pp. 2186 - 2195,

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, 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, 7, pp. 217 - 228,

Chen S; Epps J, 2013, 'Blinking: Toward wearable computing that understands your current task', IEEE Pervasive Computing, 12, pp. 56 - 65,

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

Chen S; Epps J, 2013, 'Automatic classification of eye activity for cognitive load measurement with emotion interference', Computer Methods and Programs in Biomedicine, 110, pp. 111 - 124,

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, 133, pp. EL358 - EL362,

Kua JMK; Epps JR; Ambikairajah E, 2013, 'I-Vector with sparse representation classification for speaker verification', Speech Communication, 55, pp. 707 - 720,

Maunder D; Epps JR; Ambikairajah E; Celler BG, 2013, 'Robust sounds of activities of daily living classification in two-channel audio-based telemonitoring', International Journal of Telemedicine and Applications, 2013, pp. Article number696813,

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