Julien Epps

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 83

Top Venues

INTERSPEECH

ICASSP

CoRR

IEEE Trans. Affect. Comput.

Publications

Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. CoRR (2024)
Xiangyu Zhang, Qiquan Zhang, Hexin Liu, Tianyi Xiao, Xinyuan Qian, Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Julien Epps
Mamba in Speech: Towards an Alternative to Self-Attention. CoRR (2024)
Mostafa Ali Shahin, Julien Epps, Beena Ahmed
Phonological Level wav2vec2-based Mispronunciation Detection and Diagnosis Method. CoRR (2023)
Siyuan Chen, Julien Epps
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis. IEEE Trans. Affect. Comput. 14 (4) (2023)
Siyuan Chen, Julien Epps
Recognizing Conversational State from the Eye Using Wearable Eyewear. ACII (2023)
Sadari Jayawardena, Julien Epps, Eliathamby Ambikairajah
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction. IEEE Trans. Affect. Comput. 14 (1) (2023)
Buddhi Wickramasinghe, Eliathamby Ambikairajah, Vidhyasaharan Sethu, Julien Epps, Haizhou Li, Ting Dang
DNN controlled adaptive front-end for replay attack detection systems. Speech Commun. 154 (2023)
Mostafa Ali Shahin, Beena Ahmed, Julien Epps
Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning. CoRR (2022)
Brian Stasak, Dale Joachim, Julien Epps
Breaking Age Barriers With Automatic Voice-Based Depression Detection. IEEE Pervasive Comput. 21 (2) (2022)
Zhaocheng Huang, Julien Epps, Dale Joachim
Investigation of Speech Landmark Patterns for Depression Detection. IEEE Trans. Affect. Comput. 13 (2) (2022)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps, Björn W. Schuller
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 13 (2) (2022)
Brian Stasak, Zhaocheng Huang, Dale Joachim, Julien Epps
Automatic Elicitation Compliance for Short-Duration Speech Based Depression Detection. ICASSP (2021)
Siyuan Chen, Julien Epps
What Does The Eye Best Tell? An Investigation of Eye Activity for Emotion, Cognitive load and Task Transition Recognition. SMC (2021)
Brian Stasak, Julien Epps, Heather T. Schatten, Ivan W. Miller, Emily Mower Provost, Michael F. Armey
Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt. Speech Commun. 132 (2021)
Colin Lam, Julien Epps, Siyuan Chen
Wearable Fatigue Detection Based on Blink-Saccade Synchronisation. SMC (2021)
Zishan Wang, Julien Epps, Siyuan Chen
An Investigation of Automatic Saccade and Fixation Detection from Wearable Infrared Cameras. SMC (2021)
Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li
An adaptive transmission line cochlear model based front-end for replay attack detection. Speech Commun. 132 (2021)
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
AusKidTalk: An Auditory-Visual Corpus of 3- to 12-Year-Old Australian Children's Speech. Interspeech (2021)
Elias Aboutanios, Vidhyasaharan Sethu, Eliathamby Ambikairajah, David S. Taubman, Julien Epps
Teaching Signal Processing Through Frequent and Diverse Design: A Pedagogical Approach. IEEE Signal Process. Mag. 38 (3) (2021)
Brian Stasak, Zhaocheng Huang, Julien Epps, Dale Joachim
Depression Classification Using n-Gram Speech Errors from Manual and Automatic Stroop Color Test Transcripts. EMBC (2021)
Siyuan Chen, Julien Epps
Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features. IEEE Trans. Affect. Comput. 12 (3) (2021)
Brian Stasak, Zhaocheng Huang, Sabah Razavi, Dale Joachim, Julien Epps
Automatic Detection of COVID-19 Based on Short-Duration Acoustic Smartphone Speech Analysis. J. Heal. Informatics Res. 5 (2) (2021)
Hang Li, Julien Epps, Siyuan Chen
Think before you speak: An investigation of eye activity patterns during conversations using eyewear. Int. J. Hum. Comput. Stud. 143 (2020)
Hang Li, Siyuan Chen, Julien Epps
Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation. INTERSPEECH (2020)
Mostafa Ali Shahin, Renée Lu, Julien Epps, Beena Ahmed
UNSW System Description for the Shared Task on Automatic Speech Recognition for Non-Native Children's Speech. INTERSPEECH (2020)
Siyuan Chen, Julien Epps
Multimodal Event-based Task Load Estimation from Wearables. IJCNN (2020)
Zhaocheng Huang, Julien Epps
An Investigation of Partition-Based and Phonetically-Aware Acoustic Features for Continuous Emotion Prediction from Speech. IEEE Trans. Affect. Comput. 11 (4) (2020)
Zhaocheng Huang, Julien Epps, Dale Joachim, Vidhyasaharan Sethu
Natural Language Processing Methods for Acoustic and Landmark Event-Based Features in Speech-Based Depression Detection. IEEE J. Sel. Top. Signal Process. 14 (2) (2020)
Zhaocheng Huang, Julien Epps, Dale Joachim, Brian Stasak, James R. Williamson, Thomas F. Quatieri
Domain Adaptation for Enhancing Speech-Based Depression Detection in Natural Environmental Conditions Using Dilated CNNs. INTERSPEECH (2020)
Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, James R. Williamson, Thomas F. Quatieri, Jarek Krajewski
Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech. IEEE Trans. Affect. Comput. 11 (2) (2020)
Hoe Kin Wong, Julien Epps, Siyuan Chen
A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement. IEEE Trans. Cogn. Dev. Syst. 12 (4) (2020)
Siyuan Chen, Julien Epps
Multimodal Coordination Measures to Understand Users and Tasks. ACM Trans. Comput. Hum. Interact. 27 (6) (2020)
Sadari Jayawardena, Julien Epps, Zhaocheng Huang
How Ordinal Are Your Data? INTERSPEECH (2020)
Zhaocheng Huang, Julien Epps, Dale Joachim
Exploiting Vocal Tract Coordination Using Dilated CNNS For Depression Detection In Naturalistic Environments. ICASSP (2020)
Prasanth Parasu, Julien Epps, Kaavya Sriskandaraja, Gajan Suthokumar
Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions. INTERSPEECH (2020)
Siyuan Chen, Julien Epps
Atomic Head Movement Analysis for Wearable Four-Dimensional Task Load Recognition. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Zhaocheng Huang, Julien Epps, Dale Joachim
Speech Landmark Bigrams for Depression Detection from Naturalistic Smartphone Speech. ICASSP (2019)
Tharshini Gunendradasan, Saad Irtza, Eliathamby Ambikairajah, Julien Epps
Transmission Line Cochlear Model Based AM-FM Features for Replay Attack Detection. ICASSP (2019)
Rajib Rana, Siddique Latif, Sara Khalifa, Raja Jurdak, Julien Epps
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion. CoRR (2019)
Mia Atcheson, Vidhyasaharan Sethu, Julien Epps
Using Gaussian Processes with LSTM Neural Networks to Predict Continuous-Time, Dimensional Emotion in Ambiguous Speech. ACII (2019)
Siyuan Chen, Julien Epps
Eyelid and Pupil Landmark Detection and Blink Estimation Based on Deformable Shape Models for Near-Field Infrared Video. Frontiers ICT 6 (2019)
Hang Li, Siyuan Chen, Julien Epps
Wearable Facial Action Unit Classification from Near-field Infrared Eye Images using Deformable Models. ACII Workshops (2019)
Brian Stasak, Julien Epps, Roland Goecke
Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis. Speech Commun. 115 (2019)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
Direct Modelling of Speech Emotion from Raw Speech. CoRR (2019)
Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Haizhou Li
An Adaptive-Q Cochlear Model for Replay Spoofing Detection. INTERSPEECH (2019)
Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li
Auditory Inspired Spatial Differentiation for Replay Spoofing Attack Detection. ICASSP (2019)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
Direct Modelling of Speech Emotion from Raw Speech. INTERSPEECH (2019)
Brian Stasak, Julien Epps, Roland Goecke
An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification. Comput. Speech Lang. 53 (2019)
Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps
Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection. INTERSPEECH (2019)
Mostafa Ali Shahin, Beena Ahmed, Daniel V. Smith, Andreas Duenser, Julien Epps
Automatic Screening Of Children With Speech Sound Disorders Using Paralinguistic Features. MLSP (2019)
Hoe Kin Wong, Julien Epps, Siyuan Chen
Automatic Pupillary Light Reflex Detection in Eyewear Computing. IEEE Trans. Cogn. Dev. Syst. 11 (4) (2019)
Vidhyasaharan Sethu, Emily Mower Provost, Julien Epps, Carlos Busso, Nicholas Cummins, Shrikanth S. Narayanan
The Ambiguous World of Emotion Representation. CoRR (2019)
Sadari Jayawardena, Julien Epps, Eliathamby Ambikairajah
Evaluation Measures for Depression Prediction and Affective Computing. ICASSP (2019)
Zhaocheng Huang, Julien Epps
Prediction of Emotion Change From Speech. Frontiers ICT 5 (2018)
Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Matthew Hyett, Gordon Parker, Michael Breakspear
Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors. IEEE Trans. Affect. Comput. 9 (4) (2018)
Tharshini Gunendradasan, Buddhi Wickramasinghe, Phu Ngoc Le, Eliathamby Ambikairajah, Julien Epps
Detection of Replay-Spoofing Attacks Using Frequency Modulation Features. INTERSPEECH (2018)
Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study. INTERSPEECH (2018)
Kalani Wataraka Gamage, Ting Dang, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah
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 (2018)
Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique. CoRR (2018)
Rajib Rana, Raj Gururajan, Geraldine Mackenzie, Jeff Dunn, Anthony Gray, Xujuan Zhou, Prabal Datta Barua, Julien Epps, Gerald Michael Humphris
A Novel Framework for Distress Detection through an Automated Speech Processing System. WI (2018)
Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
Transfer Learning for Improving Speech Emotion Classification Accuracy. INTERSPEECH (2018)
Mia Atcheson, Vidhyasaharan Sethu, Julien Epps
Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation. INTERSPEECH (2018)
Buddhi Wickramasinghe, Saad Irtza, Eliathamby Ambikairajah, Julien Epps
Frequency Domain Linear Prediction Features for Replay Spoofing Attack Detection. INTERSPEECH (2018)
Zhaocheng Huang, Julien Epps, Dale Joachim, Michael Chen
Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions. INTERSPEECH (2018)
Zhaocheng Huang, Julien Epps
An Investigation of Emotion Dynamics and Kalman Filtering for Speech-Based Emotion Prediction. INTERSPEECH (2017)
Ting Dang, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah
An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression. INTERSPEECH (2017)
Ting Dang, Brian Stasak, Zhaocheng Huang, Sadari Jayawardena, Mia Atcheson, Munawar Hayat, Phu Ngoc Le, Vidhyasaharan Sethu, Roland Goecke, Julien Epps
Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017. AVEC@ACM Multimedia (2017)
Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
Variational Autoencoders for Learning Latent Representations of Speech Emotion. CoRR (2017)
Brian Stasak, Julien Epps
Differential performance of automatic speech-based depression classification across smartphones. ACII Workshops (2017)
Brian Stasak, Julien Epps, Aaron Lawson
Analysis of phonetic markedness and gestural effort measures for acoustic speech-based depression classification. ACII Workshops (2017)
Georgios Konstantinou, Julien Epps
Facilitating online casual interactions and creating a community of learning in a first-year electrical engineering course. TALE (2017)
Brian Stasak, Julien Epps, Roland Goecke
Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect. INTERSPEECH (2017)
Zhaocheng Huang, Julien Epps
A PLLR and multi-stage Staircase Regression framework for speech-based emotion prediction. ICASSP (2017)
Siyuan Chen, Julien Epps, Eliathamby Ambikairajah, Phu Ngoc Le
An Investigation of Crowd Speech for Room Occupancy Estimation. INTERSPEECH (2017)
Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps
Bidirectional Modelling for Short Duration Language Identification. INTERSPEECH (2017)
Mia Atcheson, Vidhyasaharan Sethu, Julien Epps
Gaussian Process Regression for Continuous Emotion Recognition with Global Temporal Invariance. AffComp@IJCAI (2017)
Hoe Kin Wong, Julien Epps
Pupillary transient responses to within-task cognitive load variation. Comput. Methods Programs Biomed. 137 (2016)
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
The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing. IEEE Trans. Affect. Comput. 7 (2) (2016)
Zhaocheng Huang, Brian Stasak, Ting Dang, Kalani Wataraka Gamage, Phu Ngoc Le, Vidhyasaharan Sethu, Julien Epps
Staircase Regression in OA RVM, Data Selection and Gender Dependency in AVEC 2016. AVEC@ACM Multimedia (2016)
Zhaocheng Huang, Julien Epps
Detecting the instant of emotion change from speech using a martingale framework. ICASSP (2016)
Mostafa Ali Shahin, Julien Epps, Beena Ahmed
Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning. INTERSPEECH (2016)
Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke
An Investigation of Emotional Speech in Depression Classification. INTERSPEECH (2016)
Sharifa Alghowinem, Roland Goecke, Julien Epps, Michael Wagner, Jeffrey F. Cohn
Cross-Cultural Depression Recognition from Vocal Biomarkers. INTERSPEECH (2016)
Robert Makepeace, Julien Epps
Automatic task analysis based on head movement. EMBC (2015)
Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi
Voice source under cognitive load: Effects and classification. Speech Commun. 72 (2015)
Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Sebastian Schnieder, Jarek Krajewski
Analysis of acoustic space variability in speech affected by depression. Speech Commun. 75 (2015)
Mark E. Larsen, Nicholas Cummins, Tjeerd W. Boonstra, Bridianne O'Dea, Joe Tighe, Jennifer Nicholas, Fiona Shand, Julien Epps, Helen Christensen
The use of technology in Suicide Prevention. EMBC (2015)
Christopher Hines, Vidhyasaharan Sethu, Julien Epps
Twitter: A New Online Source of Automatically Tagged Data for Conversational Speech Emotion Recognition. ASM@ACM Multimedia (2015)
Zhaocheng Huang, Julien Epps, Eliathamby Ambikairajah
An investigation of emotion change detection from speech. INTERSPEECH (2015)
Pega Zarjam, Julien Epps, Nigel H. Lovell
Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload. IEEE Trans. Auton. Ment. Dev. 7 (4) (2015)
Chee Cheun Huang, Julien Epps, Tharmarajah Thiruvaran
An investigation of supervector regression for forensic voice comparison on small data. EURASIP J. Audio Speech Music. Process. 2015 (2015)
Nicholas Cummins, Stefan Scherer, Jarek Krajewski, Sebastian Schnieder, Julien Epps, Thomas F. Quatieri
A review of depression and suicide risk assessment using speech analysis. Speech Commun. 71 (2015)
Zhaocheng Huang, Ting Dang, Nicholas Cummins, Brian Stasak, Phu Ngoc Le, Vidhyasaharan Sethu, Julien Epps
An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction. AVEC@ACM Multimedia (2015)
Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski
Relevance vector machine for depression prediction. INTERSPEECH (2015)
Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski
Weighted pairwise Gaussian likelihood regression for depression score prediction. ICASSP (2015)
Siyuan Chen, Julien Epps
Using Task-Induced Pupil Diameter and Blink Rate to Infer Cognitive Load. Hum. Comput. Interact. 29 (4) (2014)
Julien Epps
Automatic Assessment of Depression from Speech and Behavioural Signals. AVEC@MM (2014)
Siyuan Chen, Julien Epps
Efficient and Robust Pupil Size and Blink Estimation From Near-Field Video Sequences for Human-Machine Interaction. IEEE Trans. Cybern. 44 (12) (2014)
Björn W. Schuller, Stefan Steidl, Anton Batliner, Julien Epps, Florian Eyben, Fabien Ringeval, Erik Marchi, Yue Zhang
The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load. INTERSPEECH (2014)
Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski
Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech. ICASSP (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Julien Epps