Select Publications

Journal articles

Chen F; Ruiz N; Choi E; Epps J; Khawaja MA; Taib R; Yin B; Wang Y, 2012, 'Multimodal behavior and interaction as indicators of cognitive load', Transactions on Interactive Intelligent Systems, 2, http://dx.doi.org/10.1145/2395123.2395127

Chen F; Ruiz N; Choi E; Epps J; Khawaja MA; Taib R; Yin B; Wang Y, 2012, 'Multimodal behavior and interaction as indicators of cognitive load', ACM Transactions on Interactive Intelligent Systems, 2, http://dx.doi.org/10.1145/2395123.2395127

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

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, 2, pp. 22:1 - 22:36, http://dx.doi.org/10.1145/2395123.2395127

Epps J; Ying H; Huttley GA, 2011, 'Statistical methods for detecting periodic fragments in DNA sequence data', Biology Direct, 6, http://dx.doi.org/10.1186/1745-6150-6-21

Yap ; Epps JR; Ambikairajah E; Choi E, 2011, 'Formant frequencies under cognitive load: Effects and classification', Eurasip journal on Advances in Signal Processing, 2011, pp. Article number: 219253, http://dx.doi.org/10.1155/2011/219253

Le NP; Ambikairajah E; Epps JR; Sethu V; Choi E, 2011, 'Investigation of spectral centroid features for cognitive load classification', Speech Communication, 53, pp. 540 - 551, http://dx.doi.org/10.1016/j.specom.2011.01.005

Morrison GS; Epps J; Rose P; Thiruvaran T; Zhang C, 2010, 'Measuring reliability in forensic voice comparison.', The Journal of the Acoustical Society of America, 128, pp. 2378 - 2378, http://dx.doi.org/10.1121/1.3508454

Nosratighods MH; Ambikairajah E; Epps JR; Carey M, 2010, 'A Segment Selection Technique for Speaker Verification Speech Communication', Speech Communication, 52, pp. 753 - 761

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, 27, pp. 637 - 649, http://mbe.oxfordjournals.org/content/27/3/637.full.pdf+html

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, 11, pp. 2837 - 2854, http://www.jmlr.org/papers/volume11/vinh10a/vinh10a.pdf

Chung LJ; Sen D; Epps JR, 2010, 'Inter-Band Mutual Information in Blind Audio Bandwidth Extension', Journal of the Audio Engineering Society, 58, pp. 952 - 965, http://www.aes.org/e-lib/browse.cfm?elib=15740

Ambikairajah E; Epps JR; Gunawan TS, 2010, 'Perceptual Speech Enhancement Exploiting Temporal Masking Properties of Human Auditory System', Speech Communication, 52, pp. 381 - 393

Epps JR, 2009, 'A hybrid technique for the periodicity characterization of genomic sequence data', Eurasip Journal on Bioinformatics and Systems Biology, 2009

Thiruvaran T; Nosratighods MH; Ambikairajah E; Epps JR, 2009, 'Computationally efficient frame-averaged FM feature extraction for speaker recognition', Electronics Letters, 45, pp. 335 - 337

Epps JR, 2009, 'Fast approximate computation of non-uniform DFTs for biological sequence analysis', Electronics Letters, 45, pp. 429 - 430

Maunder D; Ambikairajah E; Epps J; Celler B, 2008, 'Dual-microphone Sounds of Daily Life classification for telemonitoring in a noisy environment.', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, pp. 4636 - 4639

Gunawan TS; Epps JR; Ambikairajah E, 2008, 'Boosting approach to exon detection in DNA sequences', Electronics Letters, 44, pp. 323 - 324, http://dx.doi.org/10.1049/el:20082343

Thiruvaran T; Ambikairajah E; Epps JR, 2008, 'Extraction of FM components from speech signals using all-pole model', Electronics Letters, 44, pp. 449 - 450, http://dx.doi.org/10.1049/el:20080147

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, 2, pp. 310 - 321

Epps JR; Song L, 2007, 'Classifying EEG for brain-computer interface: learning optimal filters for dynamical system features', Computational Intelligence and Neuroscience, 2007

Ambikairajah E; Epps JR; Thiruvaran T, 2007, 'Robust FM demodulation of discrete-time signals using least squares differential ratio', Electronics Letters, 43, pp. 727 - 729

Ambikairajah E; Epps JR; Sheng M; Celler BG, 2007, 'Tablet PC and electronic whiteboard use in signal processing education', IEEE Signal Processing Magazine, 24, pp. 130 - 133

Epps JR; Holmes WH, 2001, 'Coding wideband speech at narrow-band bit rates', Acoustics Australia, 29, pp. 13 - 16

Smith JR; Epps JR; Wolfe JA, 1997, 'A Novel Instrument to Measure Acoustic Resonances of the Vocal Tract During Phonation', Measurement Science and Technology, pp. 1112 - 1121

Conference Papers

Chen S; Epps J, 2023, 'Recognizing Conversational State from the Eye Using Wearable Eyewear', in 2023 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, http://dx.doi.org/10.1109/ACII59096.2023.10388081

Wang Z; Epps J; Chen S, 2021, 'An Investigation of Automatic Saccade and Fixation Detection from Wearable Infrared Cameras', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 2250 - 2257, http://dx.doi.org/10.1109/SMC52423.2021.9658954

Ahmed B; Ballard K; Burnham D; Sirojan T; Mehmood H; Estival D; Baker E; Cox F; Arciuli J; Benders T; Demuth K; Kelly B; Diskin-Holdaway C; Shahin M; Sethu V; Epps J; Lee CB; Ambikairajah E, 2021, 'AusKidTalk: An auditory-visual corpus of 3-to 12-year-old Australian children's speech', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 4351 - 4355, http://dx.doi.org/10.21437/Interspeech.2021-2000

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, pp. 7283 - 7287, http://dx.doi.org/10.1109/ICASSP39728.2021.9414366

Stasak B; Huang Z; Epps J; Joachim D, 2021, 'Depression Classification Using n-Gram Speech Errors from Manual and Automatic Stroop Color Test Transcripts', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 1631 - 1635, http://dx.doi.org/10.1109/EMBC46164.2021.9629881

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

Chen S; Epps J, 2021, 'What Does the Eye Best Tell? An Investigation of Eye Activity for Emotion, Cognitive load and Task Transition Recognition', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 2258 - 2265, http://dx.doi.org/10.1109/SMC52423.2021.9659188

Chen S; Epps J, 2020, 'Multimodal Event-based Task Load Estimation from Wearables', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN48605.2020.9206605

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, pp. 6549 - 6553, http://dx.doi.org/10.1109/ICASSP40776.2020.9054323

Li H; Chen S; Epps J, 2020, 'Augmenting turn-taking prediction with wearable eye activity during conversation', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 676 - 680, http://dx.doi.org/10.21437/Interspeech.2020-3204

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

Jayawardena S; Epps J; Huang Z, 2020, 'How ordinal are your data?', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 1853 - 1857, http://dx.doi.org/10.21437/Interspeech.2020-2030

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

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

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

Wickramasinghe B; Ambikairajah E; Epps J, 2019, 'Biologically inspired adaptive-Q filterbanks for replay spoofing attack detection', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Graz, Austria, pp. 2953 - 2957, presented at INTERSPEECH 2019, Graz, Austria, 15 September 2019 - 19 September 2019, http://dx.doi.org/10.21437/Interspeech.2019-1535

Latif S; Rana R; Khalifa S; Jurdak R; Epps J, 2019, 'Direct modelling of speech emotion from raw speech', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Graz, Austria, pp. 3920 - 3924, presented at the 20th Annual Conference of the International Speech Communication Association INTERSPEECH 2019, Graz, Austria, 15 September 2019 - 19 September 2019, http://dx.doi.org/10.21437/interspeech.2019-3252

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, http://dx.doi.org/10.1109/ACII.2019.8925450

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

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

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

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

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

Rana R; Gururajan R; McKenzie G; Dunn J; Gray A; Zhou X; Barua PD; Epps J; Humphris GM, 2019, 'A Novel Framework for Distress Detection through an Automated Speech Processing System', in Proceedings - 2018 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2018, pp. 610 - 614, http://dx.doi.org/10.1109/WI.2018.00-29

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


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