Select Publications
Conference Papers
2024, 'Wearable Sensing for Longitudinal Automatic Task Analysis', in Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, ACM, pp. 7 - 7, presented at MM '24: The 32nd ACM International Conference on Multimedia, http://dx.doi.org/10.1145/3689092.3689417
,2024, 'Affective Computing for Mobile Technologies', in MobileHCI 2024 Adjunct Proceedings - Publication of the 26th International Conference on Mobile Human-Computer Interaction, http://dx.doi.org/10.1145/3640471.3680459
,2024, 'Evaluation of Event-Based and Timing Features from Head Movement and Eye Activity for Wearable Task Transition Detection', in 2024 International Conference on Activity and Behavior Computing, ABC 2024, http://dx.doi.org/10.1109/ABC61795.2024.10651760
,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
,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, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1631 - 1635, presented at 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), United States, 01 November 2021 - 05 November 2021, http://dx.doi.org/10.1109/EMBC46164.2021.9629881
,2021, 'Automatic elicitation compliance for short-duration speech based depression detection', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers (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
,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
,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
,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
,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
,2020, 'Multimodal Event-based Task Load Estimation from Wearables', in Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 9, presented at 2020 International Joint Conference on Neural Networks (IJCNN), 19 July 2020 - 24 July 2020, http://dx.doi.org/10.1109/IJCNN48605.2020.9206605
,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, Institute of Electrical and Electronics Engineers (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
,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
,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, International Speech Communication Association, pp. 4561 - 4565, presented at Interspeech 2020, http://dx.doi.org/10.21437/Interspeech.2020-3135
,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
,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
,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
,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
,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
,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
,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
,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
,2019, 'Speech Landmark Bigrams for Depression Detection from Naturalistic Smartphone Speech', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), ENGLAND, Brighton, pp. 5856 - 5860, presented at ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ENGLAND, Brighton, 12 May 2019 - 17 May 2019, http://dx.doi.org/10.1109/ICASSP.2019.8682916
,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
,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
,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
,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
,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
,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
,2018, 'Support Vector Ordinal Regression for Depression Severity Prediction', in 2018 IEEE 9th International Conference on Information and Automation for Sustainability, ICIAfS 2018, http://dx.doi.org/10.1109/ICIAFS.2018.8913383
,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
,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, International Speech Communication Association, INDIA, Hyderabad, pp. 3393 - 3397, presented at Interspeech 2018, INDIA, Hyderabad, 02 August 2018 - 06 September 2018, http://dx.doi.org/10.21437/Interspeech.2018-1743
,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
,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
,2018, 'Frequency domain linear prediction features for replay spoofing attack detection', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 661 - 665, http://dx.doi.org/10.21437/Interspeech.2018-1574
,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
,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
,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, Institute of Electrical and Electronics Engineers (IEEE), HONG KONG, Educ Univ Hong Kong, Tai Po, pp. 128 - 133, presented at 2017 IEEE 6th International Conference on Teaching, Assessment, and Learning for Engineering (TALE), HONG KONG, Educ Univ Hong Kong, Tai Po, 12 December 2017 - 14 December 2017, http://dx.doi.org/10.1109/TALE.2017.8252317
,2017, 'Investigating word affect features and fusion of probabilistic predictions incorporating uncertainty in AVEC 2017', in Ringeval F; Schuller BW; Valstar MF; Gratch J; Cowie R; Pantic M (eds.), AVEC 2017 - Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, co-located with MM 2017, Association for Computing Machinery (ACM), 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
,2017, '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, Institute of Electrical and Electronics Engineers (IEEE), pp. 165 - 170, presented at 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 23 October 2017 - 26 October 2017, http://dx.doi.org/10.1109/ACIIW.2017.8272608
,2017, '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, Institute of Electrical and Electronics Engineers (IEEE), pp. 171 - 175, presented at 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 23 October 2017 - 26 October 2017, http://dx.doi.org/10.1109/ACIIW.2017.8272609
,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
,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
,2017, 'An investigation of emotion dynamics and kalman filtering for speech-based emotion prediction', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Stockholm, Sweden, pp. 3301 - 3305, presented at INTERSPEECH 2017, Stockholm, Sweden, 20 August 2017 - 24 August 2017, http://dx.doi.org/10.21437/Interspeech.2017-1707
,2017, 'An investigation of emotion prediction uncertainty using Gaussian Mixture Regression', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Stockholm, Sweden, pp. 1248 - 1252, presented at INTERSPEECH 2017, Stockholm, Sweden, 20 August 2017 - 24 August 2017, http://dx.doi.org/10.21437/Interspeech.2017-512
,2017, 'Bidirectional modelling for short duration language identification', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Stockholm, Sweden, pp. 2809 - 2813, presented at INTERSPEECH 2017, Stockholm, Sweden, 20 August 2017 - 24 August 2017, http://dx.doi.org/10.21437/Interspeech.2017-286
,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
,2016, 'Depression Prediction Via Acoustic Analysis of Formulaic Word Fillers', in Proceedings of the Sixteenth Australasian International Conference on Speech Science and Technology, Sydney, Australia, pp. 277 - 280, presented at 16th Speech Science and Technology Conference (SST2016), Sydney, Australia, 06 December 2016 - 09 December 2016
,2016, 'Time to Embrace Emotion Change: Selecting Emotionally Salient Segments for Speech-based Emotion Prediction', in Proceedings of 16th Australasian International Conference on Speech Science and Technology, Sydney, Australia, pp. 1 - 3, presented at 16th Speech Science and Technology Conference (SST2016), Sydney, Australia, 06 December 2016 - 09 December 2016, https://www.researchgate.net/publication/311518605_Time_to_Embrace_Emotion_Change_Selecting_Emotionally_Salient_Segments_for_Speech-based_Emotion_Prediction
,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
,