Julien Epps - RankMe

221 papers A* 4A 49B 12C 3Misc 30Journal 64Unranked 57

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automatic speech-based alcohol intoxication detection for automotive safety applications. Comput. Speech Lang. Brian Stasak, Julien Epps
2026	J	`jnl`	The eyes show it: Exploring eye behavior and impact on human mental state during task interruption. Int. J. Hum. Comput. Stud. Siyuan Chen, Julien Epps
2025	A	`conf`	Auto-Landmark: Acoustic Landmark Dataset and Open-Source Toolkit for Landmark Extraction. INTERSPEECH Xiangyu Zhang, Daijiao Liu, Tianyi Xiao, Cihan Xiao, Tünde Szalay, Mostafa Shahin, Beena Ahmed, Julien Epps
2025	J	`jnl`	Eye Action Units as Combinations of Discrete Eye Behaviors for Wearable Mental State Analysis. IEEE Trans. Affect. Comput. Siyuan Chen, Julien Epps
2025	B	`conf`	Multimodal Task Analysis in Wearable Contexts. ICMI Julien Epps
2025	J	`jnl`	Phonological level wav2vec2-based Mispronunciation Detection and Diagnosis method. Speech Commun. Mostafa Ali Shahin, Julien Epps, Beena Ahmed
2025	Misc	`conf`	Rethinking Mamba in Speech Processing by Self-Supervised Models. ICASSP Xiangyu Zhang, Jianbo Ma, Mostafa Shahin, Beena Ahmed, Julien Epps
2025	—	`conf`	SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information. ACL (Findings) Xiangyu Zhang, Hexin Liu, Qiquan Zhang, Beena Ahmed, Julien Epps
2025	J	`jnl`	Zero-Shot Cognitive Impairment Detection from Speech Using AudioLLM. CoRR Mostafa Ali Shahin, Beena Ahmed, Julien Epps
2024	—	`conf`	Affective Computing for Mobile Technologies. MobileHCI (Companion) Jessica R. Cauchard, Julien Epps, Jorge Gonçalves, Jonna Häkkilä, Viviane Herdel, Monica Perusquía-Hernández
2024	—	`conf`	Evaluation of Event-Based and Timing Features from Head Movement and Eye Activity for Wearable Task Transition Detection. ABC Anda Ouyang, Siyuan Chen, Julien Epps
2024	J	`jnl`	Mamba in Speech: Towards an Alternative to Self-Attention. CoRR Xiangyu Zhang, Qiquan Zhang, Hexin Liu, Tianyi Xiao, Xinyuan Qian, Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Julien Epps
2024	—	`conf`	Wearable Sensing for Longitudinal Automatic Task Analysis. MRAC@MM Julien Epps
2024	A*	`conf`	When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. EMNLP Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps
2024	J	`jnl`	When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. CoRR Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps
2023	J	`jnl`	A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis. IEEE Trans. Affect. Comput. Siyuan Chen, Julien Epps
2023	J	`jnl`	DNN controlled adaptive front-end for replay attack detection systems. Speech Commun. Buddhi Wickramasinghe, Eliathamby Ambikairajah, Vidhyasaharan Sethu, Julien Epps, Haizhou Li, Ting Dang
2023	J	`jnl`	Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction. IEEE Trans. Affect. Comput. Sadari Jayawardena, Julien Epps, Eliathamby Ambikairajah
2023	J	`jnl`	Phonological Level wav2vec2-based Mispronunciation Detection and Diagnosis Method. CoRR Mostafa Ali Shahin, Julien Epps, Beena Ahmed
2023	B	`conf`	Recognizing Conversational State from the Eye Using Wearable Eyewear. ACII Siyuan Chen, Julien Epps
2022	J	`jnl`	Breaking Age Barriers With Automatic Voice-Based Depression Detection. IEEE Pervasive Comput. Brian Stasak, Dale Joachim, Julien Epps
2022	J	`jnl`	Investigation of Speech Landmark Patterns for Depression Detection. IEEE Trans. Affect. Comput. Zhaocheng Huang, Julien Epps, Dale Joachim
2022	J	`jnl`	Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. IEEE Trans. Affect. Comput. Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps, Björn W. Schuller
2022	J	`jnl`	Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning. CoRR Mostafa Ali Shahin, Beena Ahmed, Julien Epps
2021	B	`conf`	An Investigation of Automatic Saccade and Fixation Detection from Wearable Infrared Cameras. SMC Zishan Wang, Julien Epps, Siyuan Chen
2021	J	`jnl`	An adaptive transmission line cochlear model based front-end for replay attack detection. Speech Commun. Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li
2021	A	`conf`	AusKidTalk: An Auditory-Visual Corpus of 3- to 12-Year-Old Australian Children's Speech. Interspeech Beena Ahmed, Kirrie J. Ballard, Denis Burnham, Tharmakulasingam Sirojan, Hadi Mehmood, Dominique Estival, Elise Baker, Felicity Cox, Joanne Arciuli, Titia Benders, Katherine Demuth, Barbara Kelly, Chloé Diskin-Holdaway, Mostafa Ali Shahin, Vidhyasaharan Sethu, Julien Epps, Chwee Beng Lee, Eliathamby Ambikairajah
2021	J	`jnl`	Automatic Detection of COVID-19 Based on Short-Duration Acoustic Smartphone Speech Analysis. J. Heal. Informatics Res. Brian Stasak, Zhaocheng Huang, Sabah Razavi, Dale Joachim, Julien Epps
2021	Misc	`conf`	Automatic Elicitation Compliance for Short-Duration Speech Based Depression Detection. ICASSP Brian Stasak, Zhaocheng Huang, Dale Joachim, Julien Epps
2021	—	`conf`	Depression Classification Using n-Gram Speech Errors from Manual and Automatic Stroop Color Test Transcripts. EMBC Brian Stasak, Zhaocheng Huang, Julien Epps, Dale Joachim
2021	J	`jnl`	Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt. Speech Commun. Brian Stasak, Julien Epps, Heather T. Schatten, Ivan W. Miller, Emily Mower Provost, Michael F. Armey
2021	J	`jnl`	Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features. IEEE Trans. Affect. Comput. Siyuan Chen, Julien Epps
2021	J	`jnl`	Teaching Signal Processing Through Frequent and Diverse Design: A Pedagogical Approach. IEEE Signal Process. Mag. Elias Aboutanios, Vidhyasaharan Sethu, Eliathamby Ambikairajah, David S. Taubman, Julien Epps
2021	B	`conf`	Wearable Fatigue Detection Based on Blink-Saccade Synchronisation. SMC Colin Lam, Julien Epps, Siyuan Chen
2021	B	`conf`	What Does The Eye Best Tell? An Investigation of Eye Activity for Emotion, Cognitive load and Task Transition Recognition. SMC Siyuan Chen, Julien Epps
2020	J	`jnl`	A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement. IEEE Trans. Cogn. Dev. Syst. Hoe Kin Wong, Julien Epps, Siyuan Chen
2020	J	`jnl`	An Investigation of Partition-Based and Phonetically-Aware Acoustic Features for Continuous Emotion Prediction from Speech. IEEE Trans. Affect. Comput. Zhaocheng Huang, Julien Epps
2020	A	`conf`	Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation. INTERSPEECH Hang Li, Siyuan Chen, Julien Epps
2020	A	`conf`	Domain Adaptation for Enhancing Speech-Based Depression Detection in Natural Environmental Conditions Using Dilated CNNs. INTERSPEECH Zhaocheng Huang, Julien Epps, Dale Joachim, Brian Stasak, James R. Williamson, Thomas F. Quatieri
2020	Misc	`conf`	Exploiting Vocal Tract Coordination Using Dilated CNNS For Depression Detection In Naturalistic Environments. ICASSP Zhaocheng Huang, Julien Epps, Dale Joachim
2020	J	`jnl`	Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech. IEEE Trans. Affect. Comput. Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, James R. Williamson, Thomas F. Quatieri, Jarek Krajewski
2020	A	`conf`	How Ordinal Are Your Data? INTERSPEECH Sadari Jayawardena, Julien Epps, Zhaocheng Huang
2020	A	`conf`	Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions. INTERSPEECH Prasanth Parasu, Julien Epps, Kaavya Sriskandaraja, Gajan Suthokumar
2020	J	`jnl`	Multimodal Coordination Measures to Understand Users and Tasks. ACM Trans. Comput. Hum. Interact. Siyuan Chen, Julien Epps
2020	B	`conf`	Multimodal Event-based Task Load Estimation from Wearables. IJCNN Siyuan Chen, Julien Epps
2020	J	`jnl`	Natural Language Processing Methods for Acoustic and Landmark Event-Based Features in Speech-Based Depression Detection. IEEE J. Sel. Top. Signal Process. Zhaocheng Huang, Julien Epps, Dale Joachim, Vidhyasaharan Sethu
2020	J	`jnl`	Think before you speak: An investigation of eye activity patterns during conversations using eyewear. Int. J. Hum. Comput. Stud. Hang Li, Julien Epps, Siyuan Chen
2020	A	`conf`	UNSW System Description for the Shared Task on Automatic Speech Recognition for Non-Native Children's Speech. INTERSPEECH Mostafa Ali Shahin, Renée Lu, Julien Epps, Beena Ahmed
2019	A	`conf`	An Adaptive-Q Cochlear Model for Replay Spoofing Detection. INTERSPEECH Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Haizhou Li
2019	J	`jnl`	An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification. Comput. Speech Lang. Brian Stasak, Julien Epps, Roland Goecke
2019	J	`jnl`	Atomic Head Movement Analysis for Wearable Four-Dimensional Task Load Recognition. IEEE J. Biomed. Health Informatics Siyuan Chen, Julien Epps
2019	Misc	`conf`	Auditory Inspired Spatial Differentiation for Replay Spoofing Attack Detection. ICASSP Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li
2019	J	`jnl`	Automatic Pupillary Light Reflex Detection in Eyewear Computing. IEEE Trans. Cogn. Dev. Syst. Hoe Kin Wong, Julien Epps, Siyuan Chen
2019	—	`conf`	Automatic Screening Of Children With Speech Sound Disorders Using Paralinguistic Features. MLSP Mostafa Ali Shahin, Beena Ahmed, Daniel V. Smith, Andreas Duenser, Julien Epps
2019	J	`jnl`	Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis. Speech Commun. Brian Stasak, Julien Epps, Roland Goecke
2019	A	`conf`	Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection. INTERSPEECH Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps
2019	A	`conf`	Direct Modelling of Speech Emotion from Raw Speech. INTERSPEECH Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
2019	J	`jnl`	Direct Modelling of Speech Emotion from Raw Speech. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
2019	Misc	`conf`	Evaluation Measures for Depression Prediction and Affective Computing. ICASSP Sadari Jayawardena, Julien Epps, Eliathamby Ambikairajah
2019	J	`jnl`	Eyelid and Pupil Landmark Detection and Blink Estimation Based on Deformable Shape Models for Near-Field Infrared Video. Frontiers ICT Siyuan Chen, Julien Epps
2019	J	`jnl`	Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion. CoRR Rajib Rana, Siddique Latif, Sara Khalifa, Raja Jurdak, Julien Epps
2019	Misc	`conf`	Speech Landmark Bigrams for Depression Detection from Naturalistic Smartphone Speech. ICASSP Zhaocheng Huang, Julien Epps, Dale Joachim
2019	J	`jnl`	The Ambiguous World of Emotion Representation. CoRR Vidhyasaharan Sethu, Emily Mower Provost, Julien Epps, Carlos Busso, Nicholas Cummins, Shrikanth S. Narayanan
2019	Misc	`conf`	Transmission Line Cochlear Model Based AM-FM Features for Replay Attack Detection. ICASSP Tharshini Gunendradasan, Saad Irtza, Eliathamby Ambikairajah, Julien Epps
2019	B	`conf`	Using Gaussian Processes with LSTM Neural Networks to Predict Continuous-Time, Dimensional Emotion in Ambiguous Speech. ACII Mia Atcheson, Vidhyasaharan Sethu, Julien Epps
2019	—	`conf`	Wearable Facial Action Unit Classification from Near-field Infrared Eye Images using Deformable Models. ACII Workshops Hang Li, Siyuan Chen, Julien Epps
2018	B	`conf`	A Novel Framework for Distress Detection through an Automated Speech Processing System. WI Rajib Rana, Raj Gururajan, Geraldine Mackenzie, Jeff Dunn, Anthony Gray, Xujuan Zhou, Prabal Datta Barua, Julien Epps, Gerald Michael Humphris
2018	J	`jnl`	Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique. CoRR Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
2018	A	`conf`	Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation. INTERSPEECH Mia Atcheson, Vidhyasaharan Sethu, Julien Epps
2018	A	`conf`	Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions. INTERSPEECH Zhaocheng Huang, Julien Epps, Dale Joachim, Michael Chen
2018	A	`conf`	Detection of Replay-Spoofing Attacks Using Frequency Modulation Features. INTERSPEECH Tharshini Gunendradasan, Buddhi Wickramasinghe, Phu Ngoc Le, Eliathamby Ambikairajah, Julien Epps
2018	A	`conf`	Frequency Domain Linear Prediction Features for Replay Spoofing Attack Detection. INTERSPEECH Buddhi Wickramasinghe, Saad Irtza, Eliathamby Ambikairajah, Julien Epps
2018	J	`jnl`	Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors. IEEE Trans. Affect. Comput. Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Matthew Hyett, Gordon Parker, Michael Breakspear
2018	—	`ch.`	Multimodal assessment of depression from behavioral signals. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) Jeffrey F. Cohn, Nicholas Cummins, Julien Epps, Roland Goecke, Jyoti Joshi, Stefan Scherer
2018	J	`jnl`	Prediction of Emotion Change From Speech. Frontiers ICT Zhaocheng Huang, Julien Epps
2018	—	`conf`	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. AVEC@MM Kalani Wataraka Gamage, Ting Dang, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah
2018	A	`conf`	Transfer Learning for Improving Speech Emotion Classification Accuracy. INTERSPEECH Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
2018	A	`conf`	Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study. INTERSPEECH Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
2017	Misc	`conf`	A PLLR and multi-stage Staircase Regression framework for speech-based emotion prediction. ICASSP Zhaocheng Huang, Julien Epps
2017	A	`conf`	An Investigation of Crowd Speech for Room Occupancy Estimation. INTERSPEECH Siyuan Chen, Julien Epps, Eliathamby Ambikairajah, Phu Ngoc Le
2017	A	`conf`	An Investigation of Emotion Dynamics and Kalman Filtering for Speech-Based Emotion Prediction. INTERSPEECH Zhaocheng Huang, Julien Epps
2017	A	`conf`	An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression. INTERSPEECH Ting Dang, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah
2017	—	`conf`	Analysis of phonetic markedness and gestural effort measures for acoustic speech-based depression classification. ACII Workshops Brian Stasak, Julien Epps, Aaron Lawson
2017	A	`conf`	Bidirectional Modelling for Short Duration Language Identification. INTERSPEECH Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps
2017	—	`conf`	Differential performance of automatic speech-based depression classification across smartphones. ACII Workshops Brian Stasak, Julien Epps
2017	A	`conf`	Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect. INTERSPEECH Brian Stasak, Julien Epps, Roland Goecke
2017	—	`conf`	Facilitating online casual interactions and creating a community of learning in a first-year electrical engineering course. TALE Georgios Konstantinou, Julien Epps
2017	—	`conf`	Gaussian Process Regression for Continuous Emotion Recognition with Global Temporal Invariance. AffComp@IJCAI Mia Atcheson, Vidhyasaharan Sethu, Julien Epps
2017	—	`conf`	Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017. AVEC@ACM Multimedia Ting Dang, Brian Stasak, Zhaocheng Huang, Sadari Jayawardena, Mia Atcheson, Munawar Hayat, Phu Ngoc Le, Vidhyasaharan Sethu, Roland Goecke, Julien Epps
2017	J	`jnl`	Variational Autoencoders for Learning Latent Representations of Speech Emotion. CoRR Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
2016	A	`conf`	An Investigation of Emotional Speech in Depression Classification. INTERSPEECH Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke
2016	A	`conf`	Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning. INTERSPEECH Mostafa Ali Shahin, Julien Epps, Beena Ahmed
2016	A	`conf`	Cross-Cultural Depression Recognition from Vocal Biomarkers. INTERSPEECH Sharifa Alghowinem, Roland Goecke, Julien Epps, Michael Wagner, Jeffrey F. Cohn
2016	Misc	`conf`	Detecting the instant of emotion change from speech using a martingale framework. ICASSP Zhaocheng Huang, Julien Epps
2016	J	`jnl`	Pupillary transient responses to within-task cognitive load variation. Comput. Methods Programs Biomed. Hoe Kin Wong, Julien Epps
2016	—	`conf`	Staircase Regression in OA RVM, Data Selection and Gender Dependency in AVEC 2016. AVEC@ACM Multimedia Zhaocheng Huang, Brian Stasak, Ting Dang, Kalani Wataraka Gamage, Phu Ngoc Le, Vidhyasaharan Sethu, Julien Epps
2016	J	`jnl`	The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing. IEEE Trans. Affect. Comput. Florian Eyben, Klaus R. Scherer, Björn W. Schuller, Johan Sundberg, Elisabeth André, Carlos Busso, Laurence Y. Devillers, Julien Epps, Petri Laukka, Shrikanth S. Narayanan, Khiet P. Truong
2015	J	`jnl`	A review of depression and suicide risk assessment using speech analysis. Speech Commun. Nicholas Cummins, Stefan Scherer, Jarek Krajewski, Sebastian Schnieder, Julien Epps, Thomas F. Quatieri
2015	—	`conf`	An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction. AVEC@ACM Multimedia Zhaocheng Huang, Ting Dang, Nicholas Cummins, Brian Stasak, Phu Ngoc Le, Vidhyasaharan Sethu, Julien Epps
2015	A	`conf`	An investigation of emotion change detection from speech. INTERSPEECH Zhaocheng Huang, Julien Epps, Eliathamby Ambikairajah
2015	J	`jnl`	An investigation of supervector regression for forensic voice comparison on small data. EURASIP J. Audio Speech Music. Process. Chee Cheun Huang, Julien Epps, Tharmarajah Thiruvaran
2015	J	`jnl`	Analysis of acoustic space variability in speech affected by depression. Speech Commun. Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Sebastian Schnieder, Jarek Krajewski
2015	—	`conf`	Automatic task analysis based on head movement. EMBC Robert Makepeace, Julien Epps
2015	J	`jnl`	Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload. IEEE Trans. Auton. Ment. Dev. Pega Zarjam, Julien Epps, Nigel H. Lovell
2015	A	`conf`	Relevance vector machine for depression prediction. INTERSPEECH Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski
2015	—	`conf`	The use of technology in Suicide Prevention. EMBC Mark E. Larsen, Nicholas Cummins, Tjeerd W. Boonstra, Bridianne O'Dea, Joe Tighe, Jennifer Nicholas, Fiona Shand, Julien Epps, Helen Christensen
2015	—	`conf`	Twitter: A New Online Source of Automatically Tagged Data for Conversational Speech Emotion Recognition. ASM@ACM Multimedia Christopher Hines, Vidhyasaharan Sethu, Julien Epps
2015	J	`jnl`	Voice source under cognitive load: Effects and classification. Speech Commun. Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi
2015	Misc	`conf`	Weighted pairwise Gaussian likelihood regression for depression score prediction. ICASSP Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski
2014	—	`conf`	Automatic Assessment of Depression from Speech and Behavioural Signals. AVEC@MM Julien Epps
2014	J	`jnl`	Efficient and Robust Pupil Size and Blink Estimation From Near-Field Video Sequences for Human-Machine Interaction. IEEE Trans. Cybern. Siyuan Chen, Julien Epps
2014	A	`conf`	Probabilistic acoustic volume analysis for speech affected by depression. INTERSPEECH Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski
2014	A	`conf`	The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load. INTERSPEECH Björn W. Schuller, Stefan Steidl, Anton Batliner, Julien Epps, Florian Eyben, Fabien Ringeval, Erik Marchi, Yue Zhang
2014	J	`jnl`	Using Task-Induced Pupil Diameter and Blink Rate to Infer Cognitive Load. Hum. Comput. Interact. Siyuan Chen, Julien Epps
2014	Misc	`conf`	Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech. ICASSP Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski
2013	B	`ed.`	2013 International Conference on Multimodal Interaction, ICMI '13, Sydney, NSW, Australia, December 9-13, 2013 ICMI Julien Epps, Fang Chen, Sharon L. Oviatt, Kenji Mase, Andrew Sears, Kristiina Jokinen, Björn W. Schuller
2013	Misc	`conf`	A comparative study of different classifiers for detecting depression from spontaneous speech. ICASSP Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Tom Gedeon, Michael Breakspear, Gordon Parker
2013	—	`conf`	An investigation of pupil-based cognitive load measurement with low cost infrared webcam under light reflex interference. EMBC Siyuan Chen, Julien Epps, Fang Chen
2013	A	`conf`	Automatic and continuous user task analysis via eye activity. IUI Siyuan Chen, Julien Epps, Fang Chen
2013	J	`jnl`	Automatic classification of eye activity for cognitive load measurement with emotion interference. Comput. Methods Programs Biomed. Siyuan Chen, Julien Epps
2013	J	`jnl`	Blinking: Toward Wearable Computing that Understands your Current Task. IEEE Pervasive Comput. Siyuan Chen, Julien Epps
2013	A	`conf`	Characterising depressed speech for classification. INTERSPEECH Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Gordon Parker, Michael Breakspear
2013	Misc	`conf`	Detecting depression: A comparison between spontaneous and read speech. ICASSP Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Michael Breakspear, Gordon Parker
2013	—	`conf`	Diagnosis of depression by behavioural signals: a multimodal approach. AVEC@ACM Multimedia Nicholas Cummins, Jyoti Joshi, Abhinav Dhall, Vidhyasaharan Sethu, Roland Goecke, Julien Epps
2013	J	`jnl`	Estimating cognitive workload using wavelet entropy-based features during an arithmetic task. Comput. Biol. Medicine Pega Zarjam, Julien Epps, Fang Chen, Nigel H. Lovell
2013	A	`conf`	GMM based speaker variability compensated system for interspeech 2013 compare emotion challenge. INTERSPEECH Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah, Haizhou Li
2013	A	`conf`	I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. INTERSPEECH Rahim Saeidi, Kong-Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit G. B. Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilçi, Billy Braithwaite, Rosa González Hautamäki, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David A. van Leeuwen, Bin Ma, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Sébastien Marcel, John S. D. Mason, Eliathamby Ambikairajah
2013	A	`conf`	Mental Workload Classification via Online Writing Features. ICDAR Kun Yu, Julien Epps, Fang Chen
2013	A	`conf`	Modeling spectral variability for the classification of depressed speech. INTERSPEECH Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Michael Breakspear, Roland Goecke
2013	J	`jnl`	Multimodal assistive technologies for depression diagnosis and monitoring. J. Multimodal User Interfaces Jyoti Joshi, Roland Goecke, Sharifa Alghowinem, Abhinav Dhall, Michael Wagner, Julien Epps, Gordon Parker, Michael Breakspear
2013	J	`jnl`	On the use of speech parameter contours for emotion recognition. EURASIP J. Audio Speech Music. Process. Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps
2013	—	`conf`	Separate MAP adaptation of GMM parameters for forensic voice comparison on limited data. WIFS Chee Cheun Huang, Julien Epps, Ewald Enzinger
2013	Misc	`conf`	Speaker variability in speech based emotion models - Analysis and normalisation. ICASSP Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah
2013	Misc	`conf`	Spectro-temporal analysis of speech affected by depression and psychomotor retardation. ICASSP Nicholas Cummins, Julien Epps, Eliathamby Ambikairajah
2013	J	`jnl`	i-Vector with sparse representation classification for speaker verification. Speech Commun. Jia Min Karen Kua, Julien Epps, Eliathamby Ambikairajah
2012	A	`conf`	A Comparison of Classification Paradigms for Speaker Likeability Determination. INTERSPEECH Nicholas Cummins, Julien Epps, Jia Min Karen Kua
2012	—	`conf`	A comparison of periodicity profile methods for sequence analysis. GENSiPS Manas Bellani, Julien Epps, Gavin A. Huttley
2012	Misc	`conf`	A study of automatic phonetic segmentation for forensic voice comparison. ICASSP Chee Cheun Huang, Julien Epps
2012	—	`conf`	Characterization of memory load in an arithmetic task using non-linear analysis of EEG signals. EMBC Pega Zarjam, Julien Epps, Nigel H. Lovell, Fang Chen
2012	—	`conf`	Characterizing mental load in an arithmetic task using entropy-based features. ISSPA Pega Zarjam, Julien Epps, Nigel H. Lovell
2012	—	`conf`	Classification of Working Memory Load Using Wavelet Complexity Features of EEG Signals. ICONIP (2) Pega Zarjam, Julien Epps, Fang Chen, Nigel H. Lovell
2012	J	`jnl`	Emotion and mental state recognition from speech. EURASIP J. Adv. Signal Process. Julien Epps, Roddy Cowie, Shrikanth S. Narayanan, Björn W. Schuller, Jianhua Tao
2012	Misc	`conf`	From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech. FLAIRS Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Michael Breakspear, Gordon Parker
2012	B	`ed.`	International Conference on Multimodal Interaction, ICMI '12, Santa Monica, CA, USA, October 22-26, 2012 ICMI Louis-Philippe Morency, Dan Bohus, Hamid K. Aghajan, Justine Cassell, Anton Nijholt, Julien Epps
2012	J	`jnl`	Multimodal behavior and interaction as indicators of cognitive load. ACM Trans. Interact. Intell. Syst. Fang Chen, Natalie Ruiz, Eric H. C. Choi, Julien Epps, M. Asif Khawaja, Ronnie Taib, Bo Yin, Yang Wang
2012	A	`conf`	Speaker Clustering in Emotion Recognition. INTERSPEECH Ni Ding, Julien Epps
2012	Misc	`conf`	Speaker variability in emotion recognition - an adaptation based approach. ICASSP Ni Ding, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah
2011	Misc	`conf`	A comparison of four methods for cognitive load measurement. OZCHI Siyuan Chen, Julien Epps, Fang Chen
2011	A	`conf`	An Investigation of Depressed Speech Detection: Features and Normalization. INTERSPEECH Nicholas Cummins, Julien Epps, Michael Breakspear, Roland Goecke
2011	A	`conf`	Building an Audio-Visual Corpus of Australian English: Large Corpus Collection with an Economical Portable and Replicable Black Box. INTERSPEECH Denis Burnham, Dominique Estival, Steven Fazio, Jette Viethen, Felicity Cox, Robert Dale, Steve Cassidy, Julien Epps, Roberto Togneri, Michael Wagner, Yuko Kinoshita, Roland Göcke, Joanne Arciuli, Mark Onslow, Trent W. Lewis, Andrew Butcher, John Hajek
2011	—	`conf`	Characterizing working memory load using EEG delta activity. EUSIPCO Pega Zarjam, Julien Epps, Fang Chen
2011	A	`conf`	Cognitive load evaluation of handwriting using stroke-level features. IUI Kun Yu, Julien Epps, Fang Chen
2011	A	`conf`	Eye activity as a measure of human mental effort in HCI. IUI Siyuan Chen, Julien Epps, Natalie Ruiz, Fang Chen
2011	J	`jnl`	Formant Frequencies under Cognitive Load: Effects and Classification. EURASIP J. Adv. Signal Process. Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi
2011	J	`jnl`	Investigation of spectral centroid features for cognitive load classification. Speech Commun. Phu Ngoc Le, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Eric H. C. Choi
2011	—	`conf`	Measuring Cognitive Workload with Low-Cost Electroencephalograph. INTERACT (4) Avi Knoll, Yang Wang, Fang Chen, Jie Xu, Natalie Ruiz, Julien Epps, Pega Zarjam
2011	Misc	`conf`	Speaker verification using sparse representation classification. ICASSP Jia Min Karen Kua, Eliathamby Ambikairajah, Julien Epps, Roberto Togneri
2011	—	`conf`	Spectral EEG featuresfor evaluating cognitive load. EMBC Pega Zarjam, Julien Epps, Fang Chen
2011	Misc	`conf`	Using clustering comparison measures for speaker recognition. ICASSP Jia Min Karen Kua, Julien Epps, Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Eric H. C. Choi
2011	Misc	`conf`	Voice source features for cognitive load classification. ICASSP Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi
2010	B	`conf`	A Study of Voice Source and Vocal Tract Filter Based Features in Cognitive Load Classification. ICPR Phu Ngoc Le, Julien Epps, Eric H. C. Choi, Eliathamby Ambikairajah
2010	J	`jnl`	A segment selection technique for speaker verification. Speech Commun. Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps, Michael J. Carey
2010	A	`conf`	An investigation of formant frequencies for cognitive load classification. INTERSPEECH Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi
2010	—	`conf`	Cognitive load classification using formant features. ISSPA Tet Fei Yap, Eliathamby Ambikairajah, Julien Epps, Eric H. C. Choi
2010	—	`conf`	Estimating the Precision of the Likelihood-Ratio Output of a Forensic-Voice-Comparison System. Odyssey Geoffrey Stewart Morrison, Tharmarajah Thiruvaran, Julien Epps
2010	Misc	`conf`	Glottal features for speech-based cognitive load classification. ICASSP Tet Fei Yap, Julien Epps, Eric H. C. Choi, Eliathamby Ambikairajah
2010	J	`jnl`	Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance. J. Mach. Learn. Res. Xuan Vinh Nguyen, Julien Epps, James Bailey
2010	—	`conf`	Investigation of Spectral Centroid Magnitude and Frequency for Speaker Recognition. Odyssey Jia Min Karen Kua, Tharmarajah Thiruvaran, Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps
2010	J	`jnl`	Perceptual speech enhancement exploiting temporal masking properties of human auditory system. Speech Commun. Teddy Surya Gunawan, Eliathamby Ambikairajah, Julien Epps
2010	A*	`conf`	minCEntropy: A Novel Information Theoretic Approach for the Generation of Alternative Clusterings. ICDM Xuan Vinh Nguyen, Julien Epps
2009	J	`jnl`	A Hybrid Technique for the Periodicity Characterization of Genomic Sequence Data. EURASIP J. Bioinform. Syst. Biol. Julien Epps
2009	C	`conf`	A Novel Approach for Automatic Number of Clusters Detection in Microarray Data Based on Consensus Clustering. BIBE Xuan Vinh Nguyen, Julien Epps
2009	A	`conf`	Analysis of band structures for speaker-specific information in FM feature extraction. INTERSPEECH Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps
2009	Misc	`conf`	Evaluation of a fused FM and cepstral-based speaker recognition system on the NIST 2008 SRE. ICASSP Mohaddeseh Nosratighods, Tharmarajah Thiruvaran, Julien Epps, Eliathamby Ambikairajah, Bin Ma, Haizhou Li
2009	A*	`conf`	Information theoretic measures for clusterings comparison: is a correction for chance necessary? ICML Xuan Vinh Nguyen, Julien Epps, James Bailey
2009	A	`conf`	LS regularization of group delay features for speaker recognition. INTERSPEECH Jia Min Karen Kua, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi
2009	A	`conf`	Pitch contour parameterisation based on linear stylisation for emotion recognition. INTERSPEECH Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps
2009	Misc	`conf`	Speaker dependency of spectral features and speech production cues for automatic emotion classification. ICASSP Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps
2009	Misc	`conf`	The I4U system in NIST 2008 speaker recognition evaluation. ICASSP Haizhou Li, Bin Ma, Kong-Aik Lee, Hanwu Sun, Donglai Zhu, Khe Chai Sim, Changhuai You, Rong Tong, Ismo Kärkkäinen, Chien-Lin Huang, Vladimir Pervouchine, Wu Guo, Yijie Li, Li-Rong Dai, Mohaddeseh Nosratighods, Tharmarajah Thiruvaran, Julien Epps, Eliathamby Ambikairajah, Chng Eng Siong, Tanja Schultz, Qin Jin
2008	Misc	`conf`	A self-directed learning approach to signal processing education. ICASSP Eliathamby Ambikairajah, Julien Epps, Samuel J. Freney, Ming Sheng
2008	C	`conf`	Digital Signal Processing Techniques for Gene Finding in Eukaryotes. ICISP Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps
2008	Misc	`conf`	Empirical mode decomposition based weighted frequency feature for speech-based emotion classification. ICASSP Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps
2008	A	`conf`	FM features for automatic forensic speaker recognition. INTERSPEECH Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps
2008	Misc	`conf`	Optimizing period-3 methods for eukaryotic gene prediction. ICASSP Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps
2008	A	`conf`	Phonetic and speaker variations in automatic emotion classification. INTERSPEECH Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps
2008	J	`jnl`	Signal Processing in Sequence Analysis: Advances in Eukaryotic Gene Prediction. IEEE J. Sel. Top. Signal Process. Mahmood Akhtar, Julien Epps, Eliathamby Ambikairajah
2007	—	`conf`	A study of co-worker awareness in remote collaboration over a shared application. CHI Extended Abstracts Julien Epps, Benjamin Close
2007	J	`jnl`	Classifying EEG for Brain-Computer Interface: Learning Optimal Filters for Dynamical System Features. Comput. Intell. Neurosci. Le Song, Julien Epps
2007	—	`conf`	Design Discussion of the [braccetto] Research Platform: Supporting Distributed Intensely Collaborating Creative Teams of Teams. HCI (4) Claudia Schremmer, Alex Krumm-Heller, Rudi Vernik, Julien Epps
2007	—	`conf`	GMM-Based Classification of Genomic Sequences. DSP Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps
2007	A	`conf`	Group delay features for emotion detection. INTERSPEECH Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps
2007	—	`conf`	Normalization of Modulation Features for Speaker Recognition. DSP Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps
2007	—	`conf`	P-Value Segment Selection Technique for Speaker Verification. ICASSP (4) Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps, Michael J. Carey
2007	—	`conf`	Speaker Normalisation for Speech-Based Emotion Detection. DSP Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps
2007	J	`jnl`	Tablet PC and Electronic Whiteboard Use in Signal Processing Education [DSP Education]. IEEE Signal Process. Mag. Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler
2007	—	`conf`	Time and Frequency Domain Methods for Gene and Exon Prediction in Eukaryotes. ICASSP (2) Mahmood Akhtar, Julien Epps, Eliathamby Ambikairajah
2006	—	`conf`	A Hybrid Method for the Recognition of Acceptor Splice Sites. ICECS Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps
2006	—	`conf`	A study of hand shape use in tabletop gesture interaction. CHI Extended Abstracts Julien Epps, Serge Lichman, Mike Wu
2006	A*	`conf`	Classifying EEG for brain-computer interfaces: learning optimal filters for dynamical system features. ICML Le Song, Julien Epps
2006	—	`conf`	Computational Identification of Short Initial Exons. PRIB Sayanthan Logeswaran, Eliathamby Ambikairajah, Julien Epps
2006	—	`conf`	Improving Separability of Eeg Signals During Motor Imagery With An Efficient Circular Laplacian. ICASSP (2) Le Song, Julien Epps
2006	—	`conf`	Speaker Verification Using A Novel Set of Dynamic Features. ICPR (4) Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps
2006	—	`conf`	ViCAT: Visualisation and Interaction on a Collaborative Access Table. Tabletop Fang Chen, Peter Eades, Julien Epps, Serge Lichman, Benjamin Close, Peter Hutterer, Masahiro Takatsuka, Bruce H. Thomas, Mike Wu
2006	—	`conf`	Warped Magnitude and Phase-Based Features for Language Identification. ICASSP (1) Felicity Allen, Eliathamby Ambikairajah, Julien Epps
2005	—	`conf`	A new approach to variable frame rate front-end processing for robust speech recognition. ISSPA Julien Epps
2005	B	`conf`	A study of manual gesture-based selection for the PEMMI multimodal transport management interface. ICMI Fang Chen, Eric H. C. Choi, Julien Epps, Serge Lichman, Natalie Ruiz, Yu (David) Shi, Ronnie Taib, Mike Wu
2005	A	`conf`	An energy search approach to variable frame rate front-end processing for robust ASR. INTERSPEECH Julien Epps, Eric H. C. Choi
2005	—	`conf`	Analysis of an MFCC-based audio indexing system for efficient coding of multimedia sources. ISSPA Omer Mohsin Mubarak, Eliathamby Ambikairajah, Julien Epps
2005	—	`conf`	Experiences with an electronic whiteboard teaching laboratory and tablet PC based lecture presentations [DSP courses]. ICASSP (5) Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler, Peter Chen
2005	—	`conf`	Gene and exon prediction using time domain algorithms. ISSPA Eliathamby Ambikairajah, Julien Epps, Mahmood Akhtar
2005	C	`conf`	Language Identification using Warping and the Shifted Delta Cepstrum. MMSP Felicity Allen, Eliathamby Ambikairajah, Julien Epps
2005	—	`conf`	Visualisation of Reduced-Dimension Microarray Data Using Gaussian Mixture Models. APVIS Julien Epps, Eliathamby Ambikairajah
2004	A	`conf`	Perceptual wavelet packet audio coder. INTERSPEECH Teddy Surya Gunawan, Eliathamby Ambikairajah, Julien Epps
2003	—	`conf`	Decomposition of speech into voiced and unvoiced components based on a state-space signal model. ICASSP (1) Mark Thomson, Simon Boland, Mike Wu, Julien Epps, Michael Smithers
2003	—	`conf`	Evaluation of a virtual teaching laboratory for signal processing education. ICASSP (3) Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler
2003	—	`conf`	Temporal structure constrained transformation for speaker adaptation. ICASSP (1) Eric H. C. Choi, Trym Holter, Julien Epps, Arun Gopalakrishnan
2001	—	`conf`	A new very low bit rate wideband speech coder with a sinusoidal highband model. ISCAS (2) Julien Epps, W. Harvey Holmes
2001	Misc	`conf`	Wideband speech and audio coding using gammatone filter banks. ICASSP Eliathamby Ambikairajah, Julien Epps, Lee Lin
2000	—	`—`	Wideband extension of narrowband speech for enhancement and coding. Julien Epps
1998	—	`conf`	Speech enhancement using STC-based bandwidth extension. ICSLP Julien Epps, W. Harvey Holmes
1997	—	`conf`	Real time measurements of the vocal tract resonances during speech. EUROSPEECH Julien Epps, Annette Dowd, John Smith, Joe Wolfe